"school","sex","age","address","famsize","Pstatus","Medu","Fedu","Mjob","Fjob","reason","guardian","traveltime","studytime","failures","schoolsup","famsup","paid","activities","nursery","higher","internet","romantic","famrel","freetime","goout","Dalc","Walc","health","absences","G1","G2","G3"
'GP','F',18,'U','GT3','A',4,4,'at_home','teacher','course','mother',2,2,0,'yes','no','no','no','yes','yes','no','no',4,3,4,1,1,3,4,0,11,11
'GP','F',17,'U','GT3','T',1,1,'at_home','other','course','father',1,2,0,'no','yes','no','no','no','yes','yes','no',5,3,3,1,1,3,2,9,11,11
'GP','F',15,'U','LE3','T',1,1,'at_home','other','other','mother',1,2,0,'yes','no','no','no','yes','yes','yes','no',4,3,2,2,3,3,6,12,13,12
'GP','F',15,'U','GT3','T',4,2,'health','services','home','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',3,2,2,1,1,5,0,14,14,14
'GP','F',16,'U','GT3','T',3,3,'other','other','home','father',1,2,0,'no','yes','no','no','yes','yes','no','no',4,3,2,1,2,5,0,11,13,13
'GP','M',16,'U','LE3','T',4,3,'services','other','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,4,2,1,2,5,6,12,12,13
'GP','M',16,'U','LE3','T',2,2,'other','other','home','mother',1,2,0,'no','no','no','no','yes','yes','yes','no',4,4,4,1,1,3,0,13,12,13
'GP','F',17,'U','GT3','A',4,4,'other','teacher','home','mother',2,2,0,'yes','yes','no','no','yes','yes','no','no',4,1,4,1,1,1,2,10,13,13
'GP','M',15,'U','LE3','A',3,2,'services','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,2,2,1,1,1,0,15,16,17
'GP','M',15,'U','GT3','T',3,4,'other','other','home','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,5,1,1,1,5,0,12,12,13
'GP','F',15,'U','GT3','T',4,4,'teacher','health','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',3,3,3,1,2,2,2,14,14,14
'GP','F',15,'U','GT3','T',2,1,'services','other','reputation','father',3,3,0,'no','yes','no','yes','yes','yes','yes','no',5,2,2,1,1,4,0,10,12,13
'GP','M',15,'U','LE3','T',4,4,'health','services','course','father',1,1,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,1,3,5,0,12,13,12
'GP','M',15,'U','GT3','T',4,3,'teacher','other','course','mother',2,2,0,'no','yes','no','no','yes','yes','yes','no',5,4,3,1,2,3,0,12,12,13
'GP','M',15,'U','GT3','A',2,2,'other','other','home','other',1,3,0,'no','yes','no','no','yes','yes','yes','yes',4,5,2,1,1,3,0,14,14,15
'GP','F',16,'U','GT3','T',4,4,'health','other','home','mother',1,1,0,'no','yes','no','no','yes','yes','yes','no',4,4,4,1,2,2,6,17,17,17
'GP','F',16,'U','GT3','T',4,4,'services','services','reputation','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',3,2,3,1,2,2,10,13,13,14
'GP','F',16,'U','GT3','T',3,3,'other','other','reputation','mother',3,2,0,'yes','yes','no','yes','yes','yes','no','no',5,3,2,1,1,4,2,13,14,14
'GP','M',17,'U','GT3','T',3,2,'services','services','course','mother',1,1,3,'no','yes','yes','yes','yes','yes','yes','no',5,5,5,2,4,5,2,8,8,7
'GP','M',16,'U','LE3','T',4,3,'health','other','home','father',1,1,0,'no','no','no','yes','yes','yes','yes','no',3,1,3,1,3,5,6,12,12,12
'GP','M',15,'U','GT3','T',4,3,'teacher','other','reputation','mother',1,2,0,'no','no','no','no','yes','yes','yes','no',4,4,1,1,1,1,0,12,13,14
'GP','M',15,'U','GT3','T',4,4,'health','health','other','father',1,1,0,'no','yes','yes','no','yes','yes','yes','no',5,4,2,1,1,5,0,11,12,12
'GP','M',16,'U','LE3','T',4,2,'teacher','other','course','mother',1,2,0,'no','no','no','yes','yes','yes','yes','no',4,5,1,1,3,5,0,12,13,14
'GP','M',16,'U','LE3','T',2,2,'other','other','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',5,4,4,2,4,5,2,10,10,10
'GP','F',15,'R','GT3','T',2,4,'services','health','course','mother',1,3,0,'yes','yes','no','yes','yes','yes','yes','no',4,3,2,1,1,5,2,10,11,10
'GP','F',16,'U','GT3','T',2,2,'services','services','home','mother',1,1,0,'no','yes','no','no','no','yes','yes','no',1,2,2,1,3,5,6,10,11,12
'GP','M',15,'U','GT3','T',2,2,'other','other','home','mother',1,1,0,'no','yes','no','no','yes','yes','yes','no',4,2,2,1,2,5,8,11,12,12
'GP','M',15,'U','GT3','T',4,2,'health','services','other','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',2,2,4,2,4,1,0,11,11,11
'GP','M',16,'U','LE3','A',3,4,'services','other','home','mother',1,2,0,'yes','yes','yes','yes','yes','yes','yes','no',5,3,3,1,1,5,2,12,12,13
'GP','M',16,'U','GT3','T',4,4,'teacher','teacher','home','mother',1,2,0,'no','yes','yes','yes','yes','yes','yes','yes',4,4,5,5,5,5,4,12,11,12
'GP','M',15,'U','GT3','T',4,4,'health','services','home','mother',1,2,0,'no','yes','yes','no','no','yes','yes','no',5,4,2,3,4,5,0,10,11,11
'GP','M',15,'U','GT3','T',4,4,'services','services','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,1,1,1,5,2,15,15,15
'GP','M',15,'R','GT3','T',4,3,'teacher','at_home','course','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','yes',4,5,2,1,1,5,0,13,14,15
'GP','M',15,'U','LE3','T',3,3,'other','other','course','mother',1,2,0,'no','no','no','yes','no','yes','yes','no',5,3,2,1,1,2,0,13,12,12
'GP','M',16,'U','GT3','T',3,2,'other','other','home','mother',1,1,0,'no','yes','no','no','no','yes','yes','no',5,4,3,1,1,5,4,12,12,12
'GP','F',15,'U','GT3','T',2,3,'other','other','other','father',2,1,0,'no','yes','no','yes','yes','yes','no','no',3,5,1,1,1,5,4,11,11,11
'GP','M',15,'U','LE3','T',4,3,'teacher','services','home','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',5,4,3,1,1,4,0,14,14,14
'GP','M',16,'R','GT3','A',4,4,'other','teacher','reputation','mother',2,3,0,'no','yes','no','yes','yes','yes','yes','yes',2,4,3,1,1,5,4,13,13,13
'GP','F',15,'R','GT3','T',3,4,'services','health','course','mother',1,3,0,'yes','yes','no','yes','yes','yes','yes','no',4,3,2,1,1,5,2,11,12,12
'GP','F',15,'R','GT3','T',2,2,'at_home','other','reputation','mother',1,1,0,'yes','yes','no','yes','yes','yes','no','no',4,3,1,1,1,2,8,14,13,12
'GP','F',16,'U','LE3','T',2,2,'other','other','home','mother',2,2,0,'no','yes','no','yes','no','yes','yes','yes',3,3,3,1,2,3,16,11,11,10
'GP','M',15,'U','LE3','T',4,4,'teacher','other','home','other',1,1,0,'no','yes','no','no','no','yes','yes','yes',5,4,3,2,4,5,8,10,11,11
'GP','M',15,'U','GT3','T',4,4,'services','teacher','course','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,1,1,5,0,14,15,15
'GP','M',15,'U','GT3','T',2,2,'services','services','course','father',1,1,0,'yes','yes','no','no','yes','yes','yes','no',5,4,1,1,1,1,0,9,10,10
'GP','F',16,'U','LE3','T',2,2,'other','at_home','course','father',2,2,1,'yes','no','no','yes','yes','yes','yes','no',4,3,3,2,2,5,14,10,11,11
'GP','F',15,'U','LE3','A',4,3,'other','other','course','mother',1,2,0,'yes','yes','yes','yes','yes','yes','yes','yes',5,2,2,1,1,5,4,10,11,11
'GP','F',16,'U','LE3','A',3,3,'other','services','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',2,3,5,1,4,3,6,13,12,13
'GP','M',16,'U','GT3','T',4,3,'health','services','reputation','mother',1,4,0,'no','no','no','yes','yes','yes','yes','no',4,2,2,1,1,2,2,17,17,17
'GP','M',15,'U','GT3','T',4,2,'teacher','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','no','no',4,3,3,2,2,5,4,11,12,13
'GP','F',15,'U','GT3','T',4,4,'services','teacher','other','father',1,2,0,'yes','yes','no','yes','no','yes','yes','no',4,4,4,1,1,3,2,13,12,12
'GP','F',16,'U','LE3','T',2,2,'services','services','course','mother',3,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,2,3,4,0,14,13,13
'GP','F',15,'U','LE3','T',4,2,'health','other','other','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,1,5,0,16,14,16
'GP','M',15,'U','LE3','A',4,2,'health','health','other','father',2,1,0,'no','no','no','no','yes','yes','no','no',5,5,5,3,4,5,4,10,9,9
'GP','F',15,'U','GT3','T',4,4,'services','services','course','mother',1,1,0,'yes','yes','no','no','yes','yes','yes','no',3,3,4,2,3,5,0,13,12,12
'GP','F',15,'U','LE3','A',3,3,'other','other','other','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',5,3,4,4,4,1,0,13,12,13
'GP','F',16,'U','GT3','A',2,1,'other','other','other','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',5,3,4,1,1,2,2,12,13,12
'GP','F',15,'U','GT3','A',4,3,'services','services','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,2,1,1,1,0,15,14,15
'GP','M',15,'U','GT3','T',4,4,'teacher','health','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','no','no',3,2,2,1,1,5,8,15,15,16
'GP','M',15,'U','LE3','T',1,2,'other','at_home','home','father',1,2,0,'yes','yes','no','yes','yes','yes','yes','no',4,3,2,1,1,5,0,14,13,14
'GP','F',16,'U','GT3','T',4,2,'services','other','course','mother',1,2,0,'no','yes','yes','no','yes','yes','yes','no',4,2,3,1,1,5,2,16,15,16
'GP','F',16,'R','GT3','T',4,4,'health','teacher','other','mother',1,2,0,'no','yes','no','yes','yes','yes','no','no',2,4,4,2,3,4,0,17,16,16
'GP','F',16,'U','GT3','T',1,1,'services','services','course','father',4,1,0,'yes','yes','no','yes','no','yes','yes','yes',5,5,5,5,5,5,0,10,10,16
'GP','F',16,'U','LE3','T',1,2,'other','services','reputation','father',1,2,0,'yes','no','no','yes','yes','yes','yes','no',4,4,3,1,1,1,0,13,13,10
'GP','F',16,'U','GT3','T',4,3,'teacher','health','home','mother',1,3,0,'yes','yes','no','yes','yes','yes','yes','no',3,4,4,2,4,4,0,14,13,13
'GP','F',15,'U','LE3','T',4,3,'services','services','reputation','father',1,2,0,'yes','no','no','yes','yes','yes','yes','yes',4,4,4,2,4,2,0,13,12,12
'GP','F',16,'U','LE3','T',4,3,'teacher','services','course','mother',3,2,0,'no','yes','no','yes','yes','yes','yes','no',5,4,3,1,2,1,2,16,15,16
'GP','M',15,'U','GT3','A',4,4,'other','services','reputation','mother',1,4,0,'no','yes','no','yes','no','yes','yes','yes',1,3,3,5,5,3,0,11,12,12
'GP','F',16,'U','GT3','T',3,1,'services','other','course','mother',1,4,0,'yes','yes','no','no','yes','yes','yes','no',4,3,3,1,2,5,0,10,9,10
'GP','F',15,'R','LE3','T',2,2,'health','services','reputation','mother',2,2,0,'yes','yes','no','no','yes','yes','yes','no',4,1,3,1,3,4,0,11,10,11
'GP','F',15,'R','LE3','T',3,1,'other','other','reputation','father',2,4,0,'no','yes','no','no','no','yes','yes','no',4,4,2,2,3,3,6,15,15,15
'GP','M',16,'U','GT3','T',3,1,'other','other','reputation','father',2,4,0,'no','yes','no','no','yes','yes','yes','no',4,3,2,1,1,5,2,13,11,11
'GP','M',15,'U','GT3','T',4,2,'other','other','course','mother',1,4,0,'no','no','no','no','yes','yes','yes','no',3,3,3,1,1,3,0,11,9,10
'GP','F',15,'R','GT3','T',1,1,'other','other','reputation','mother',1,2,0,'yes','yes','no','no','no','yes','yes','yes',3,3,4,2,4,5,2,13,11,11
'GP','M',16,'U','GT3','T',3,1,'other','other','reputation','mother',1,1,0,'no','no','no','yes','yes','yes','no','no',5,3,2,2,2,5,0,13,13,14
'GP','F',16,'U','GT3','T',3,3,'other','services','home','mother',1,2,0,'yes','yes','no','yes','yes','yes','yes','no',4,3,3,2,4,5,4,11,11,11
'GP','M',15,'U','GT3','T',4,3,'teacher','other','home','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,2,3,5,0,11,11,11
'GP','M',15,'U','GT3','T',4,0,'teacher','other','course','mother',2,4,0,'no','no','no','yes','yes','yes','yes','no',3,4,3,1,1,1,0,12,11,11
'GP','F',16,'U','GT3','T',2,2,'other','other','reputation','mother',1,4,0,'no','no','no','no','yes','yes','yes','yes',5,2,3,1,3,3,1,13,13,13
'GP','M',17,'U','GT3','T',2,1,'other','other','home','mother',2,1,3,'yes','yes','no','yes','yes','no','yes','no',4,5,1,1,1,3,0,9,9,10
'GP','F',16,'U','GT3','T',3,4,'at_home','other','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',2,4,3,1,2,3,14,12,11,11
'GP','M',15,'U','GT3','T',2,3,'other','services','course','father',1,1,0,'yes','yes','no','yes','no','yes','yes','yes',3,2,2,1,3,3,0,11,11,12
'GP','M',15,'U','GT3','T',2,3,'other','other','home','mother',1,3,0,'yes','no','no','no','no','yes','yes','no',5,3,2,1,2,5,2,10,9,9
'GP','F',15,'U','LE3','T',3,2,'services','other','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,4,4,1,1,5,4,12,11,11
'GP','M',15,'U','LE3','T',2,2,'services','services','home','mother',2,2,0,'no','no','yes','yes','yes','yes','yes','no',5,3,3,1,3,4,2,13,12,13
'GP','F',15,'U','GT3','T',1,1,'other','other','home','father',1,2,0,'no','yes','no','yes','no','yes','yes','no',4,3,2,2,3,4,2,13,12,12
'GP','F',15,'U','GT3','T',4,4,'services','services','reputation','father',2,2,0,'no','no','no','no','yes','yes','yes','yes',4,4,4,2,3,5,4,12,11,12
'GP','F',16,'U','LE3','T',2,2,'at_home','other','course','mother',1,2,0,'no','yes','no','no','yes','yes','no','no',4,3,4,1,2,2,6,13,11,11
'GP','F',15,'U','GT3','T',4,2,'other','other','reputation','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,3,1,4,15,15,15
'GP','M',16,'U','GT3','T',2,2,'services','other','reputation','father',2,2,0,'no','no','no','yes','no','yes','yes','no',4,4,2,1,1,3,6,12,10,11
'GP','M',16,'U','LE3','A',4,4,'teacher','health','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','no','no',4,1,3,3,5,5,6,9,9,10
'GP','F',16,'U','GT3','T',3,3,'other','other','home','mother',1,3,0,'no','yes','no','no','yes','yes','yes','yes',4,3,3,1,3,4,2,9,11,11
'GP','F',15,'U','GT3','T',4,3,'services','other','reputation','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',4,5,5,1,3,1,6,14,13,13
'GP','F',16,'U','LE3','T',3,1,'other','other','home','father',1,2,0,'yes','yes','no','no','yes','yes','no','no',3,3,3,2,3,2,0,12,13,12
'GP','F',16,'U','GT3','T',4,2,'teacher','services','home','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,1,1,2,13,14,14
'GP','M',15,'U','LE3','T',2,2,'services','health','reputation','mother',1,4,0,'no','yes','no','yes','yes','yes','yes','no',4,3,4,1,1,4,2,11,12,12
'GP','F',15,'R','GT3','T',1,1,'at_home','other','home','mother',2,4,0,'yes','yes','yes','yes','yes','yes','yes','no',3,1,2,1,1,1,4,13,13,13
'GP','M',16,'R','GT3','T',4,3,'services','other','reputation','mother',2,1,0,'yes','yes','yes','yes','no','yes','yes','no',3,3,3,1,1,4,6,9,11,11
'GP','F',16,'U','GT3','T',2,1,'other','other','course','mother',1,2,0,'no','yes','no','no','yes','yes','no','yes',4,3,5,1,1,5,0,13,12,12
'GP','F',16,'U','GT3','T',4,4,'other','other','reputation','mother',1,1,0,'no','no','no','yes','no','yes','yes','no',5,3,4,1,2,1,4,12,13,13
'GP','F',16,'U','GT3','T',4,3,'other','at_home','course','mother',1,3,0,'yes','yes','no','no','yes','yes','yes','no',5,3,5,1,1,3,2,12,13,13
'GP','M',16,'U','GT3','T',4,4,'services','services','other','mother',1,1,0,'yes','yes','no','yes','yes','yes','yes','no',4,5,5,5,5,4,12,9,9,8
'GP','M',16,'U','GT3','T',4,4,'services','teacher','other','father',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,4,3,1,1,4,0,16,16,16
'GP','M',15,'U','GT3','T',4,4,'services','other','course','mother',1,1,0,'no','yes','yes','yes','no','yes','yes','no',5,3,3,1,1,5,2,12,13,12
'GP','F',15,'U','GT3','T',3,2,'services','other','home','mother',2,2,0,'yes','yes','no','no','yes','yes','yes','no',4,3,5,1,1,2,16,11,10,10
'GP','M',15,'U','GT3','A',3,4,'services','other','course','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,4,4,1,1,1,0,16,16,16
'GP','F',15,'U','GT3','A',3,3,'other','health','reputation','father',1,4,0,'yes','no','no','no','yes','yes','no','no',4,3,3,1,1,4,10,10,10,10
'GP','F',15,'U','GT3','T',2,2,'other','other','course','mother',1,4,0,'yes','yes','no','no','yes','yes','yes','no',5,1,2,1,1,3,4,10,10,10
'GP','M',16,'U','GT3','T',3,3,'services','other','home','father',1,3,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,1,5,4,13,14,14
'GP','M',15,'R','GT3','T',4,4,'other','other','home','father',4,4,0,'no','yes','no','yes','yes','yes','yes','yes',1,3,5,3,5,1,8,12,10,11
'GP','F',16,'U','LE3','T',4,4,'health','health','other','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',5,4,5,1,1,4,2,15,15,14
'GP','M',15,'U','LE3','A',4,4,'teacher','teacher','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',5,5,3,1,1,4,4,13,14,14
'GP','F',16,'R','GT3','T',3,3,'services','other','reputation','father',1,3,0,'yes','yes','no','yes','yes','yes','yes','no',4,1,2,1,1,2,4,11,11,11
'GP','F',16,'U','GT3','T',2,2,'at_home','other','home','mother',1,2,1,'yes','no','no','yes','yes','yes','yes','no',3,1,2,1,1,5,12,8,10,10
'GP','M',15,'U','LE3','T',4,2,'teacher','other','course','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',3,5,2,1,1,3,10,18,17,18
'GP','M',15,'R','GT3','T',2,1,'health','services','reputation','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',5,4,2,1,1,5,4,10,9,10
'GP','M',16,'U','GT3','T',4,4,'teacher','teacher','course','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,4,4,1,2,5,6,16,14,14
'GP','M',15,'U','GT3','T',4,4,'other','teacher','reputation','father',2,2,0,'no','yes','no','yes','yes','yes','no','no',4,4,3,1,1,2,4,16,15,16
'GP','M',16,'U','GT3','T',3,3,'other','services','home','father',2,1,0,'no','no','no','yes','yes','yes','yes','no',5,4,2,1,1,5,6,14,14,15
'GP','M',17,'R','GT3','T',1,3,'other','other','course','father',3,2,1,'no','yes','no','yes','yes','yes','yes','no',5,2,4,1,4,5,14,12,11,11
'GP','M',15,'U','GT3','T',3,4,'other','other','reputation','father',1,1,0,'no','no','no','no','yes','yes','yes','no',3,4,3,1,2,4,2,14,13,14
'GP','F',15,'U','GT3','T',1,2,'at_home','services','course','mother',1,2,0,'no','no','no','no','no','yes','yes','no',3,2,3,1,2,1,0,14,14,14
'GP','M',15,'U','GT3','T',2,2,'services','services','home','father',1,4,0,'no','yes','no','yes','yes','yes','yes','no',5,5,4,1,2,5,6,14,13,13
'GP','F',16,'U','LE3','T',2,4,'other','health','course','father',2,2,0,'no','yes','no','yes','yes','yes','yes','yes',4,2,2,1,2,5,2,14,12,13
'GP','M',16,'U','GT3','T',4,4,'health','other','course','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','no',3,4,4,1,4,5,4,12,13,13
'GP','F',16,'U','GT3','T',2,2,'other','other','home','mother',1,2,0,'no','no','no','no','yes','yes','yes','yes',5,4,4,1,1,5,0,12,11,11
'GP','M',15,'U','GT3','T',3,4,'services','services','home','father',1,1,0,'yes','no','no','no','yes','yes','yes','no',5,5,5,3,2,5,2,9,9,9
'GP','F',15,'U','LE3','A',3,4,'other','other','home','mother',1,2,0,'yes','no','no','yes','yes','yes','yes','yes',5,3,2,1,1,1,0,10,11,11
'GP','F',19,'U','GT3','T',0,1,'at_home','other','course','other',1,2,2,'no','yes','no','no','no','no','no','no',3,4,2,1,1,5,0,9,10,11
'GP','M',16,'R','GT3','T',4,4,'teacher','teacher','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',3,5,5,2,5,4,8,14,14,15
'GP','M',16,'U','GT3','T',2,3,'other','other','course','mother',2,3,0,'no','yes','no','no','no','yes','yes','yes',3,2,3,2,2,1,4,13,12,13
'GP','F',15,'R','GT3','T',3,4,'services','teacher','course','father',2,3,0,'no','yes','no','no','yes','yes','yes','yes',4,2,2,2,2,5,0,10,11,12
'GP','F',18,'U','GT3','T',2,1,'services','other','reputation','mother',1,2,3,'no','yes','no','yes','yes','no','yes','yes',5,4,5,1,3,5,10,10,9,8
'GP','F',17,'U','LE3','A',2,1,'other','other','course','mother',3,1,0,'no','yes','no','no','yes','yes','yes','no',3,2,2,1,2,5,8,11,10,11
'GP','F',15,'U','GT3','T',1,1,'at_home','other','course','mother',3,1,0,'no','yes','no','yes','no','yes','yes','yes',4,3,3,1,2,4,6,11,12,13
'GP','F',17,'U','LE3','T',2,2,'other','other','course','father',1,1,0,'no','yes','no','no','yes','yes','yes','yes',3,4,4,1,3,5,2,13,12,12
'GP','F',16,'U','GT3','A',3,4,'services','other','course','father',1,1,0,'no','no','no','no','yes','yes','yes','no',3,2,1,1,4,5,12,15,13,14
'GP','M',16,'U','GT3','T',2,1,'at_home','other','course','mother',4,1,0,'no','no','no','no','yes','yes','no','no',3,2,1,1,1,2,4,9,9,11
'GP','F',16,'U','GT3','A',2,2,'other','other','home','mother',1,1,1,'no','no','no','no','yes','yes','no','no',5,3,4,1,1,5,12,13,11,11
'GP','M',15,'R','GT3','T',3,4,'at_home','teacher','course','mother',4,2,0,'no','yes','no','no','yes','yes','no','yes',5,3,3,1,1,5,2,12,11,11
'GP','F',15,'U','GT3','T',4,4,'services','at_home','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,3,1,1,5,4,13,14,15
'GP','M',17,'R','GT3','T',3,4,'at_home','other','course','mother',3,2,0,'no','no','no','no','yes','yes','no','no',5,4,5,2,4,5,2,10,9,10
'GP','F',16,'R','GT3','T',1,1,'at_home','other','course','mother',4,2,0,'no','yes','no','no','yes','yes','no','no',5,1,3,1,1,3,0,14,13,13
'GP','M',18,'U','LE3','T',3,1,'services','services','course','mother',2,1,0,'no','no','no','yes','yes','yes','yes','yes',3,3,4,4,5,4,2,11,11,12
'GP','F',18,'U','GT3','A',3,2,'other','services','course','other',1,3,0,'no','yes','no','yes','no','yes','yes','yes',4,3,3,5,1,5,10,12,11,11
'GP','F',16,'R','GT3','T',1,1,'other','services','reputation','mother',2,1,0,'no','yes','no','yes','yes','yes','no','yes',3,3,3,1,2,1,8,12,11,11
'GP','F',16,'U','GT3','A',3,3,'other','other','course','other',2,1,0,'no','yes','no','yes','no','yes','yes','yes',4,3,2,1,1,5,4,9,9,10
'GP','M',16,'U','LE3','T',1,1,'services','other','course','mother',1,2,2,'no','no','no','no','yes','yes','no','yes',4,4,4,1,3,5,0,10,10,10
'GP','F',15,'U','GT3','T',4,4,'teacher','teacher','course','mother',2,1,0,'no','no','no','yes','yes','yes','yes','no',4,3,2,1,1,5,6,13,14,14
'GP','F',15,'R','GT3','T',1,1,'other','other','course','mother',3,1,1,'no','no','no','yes','yes','yes','yes','yes',5,5,5,1,1,1,2,8,9,9
'GP','M',15,'U','GT3','T',4,3,'teacher','services','course','father',2,4,0,'yes','yes','no','no','yes','yes','yes','no',2,2,2,1,1,3,6,9,11,11
'GP','F',15,'U','GT3','A',3,3,'services','services','home','mother',1,2,0,'no','no','no','no','no','yes','no','yes',1,3,2,2,3,1,24,9,8,9
'GP','M',16,'U','GT3','T',4,4,'services','services','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,3,5,0,15,13,13
'GP','M',16,'U','LE3','T',2,2,'services','services','reputation','father',2,1,0,'no','yes','no','yes','yes','yes','yes','no',2,3,3,2,2,2,4,12,11,11
'GP','F',15,'U','GT3','T',4,4,'teacher','services','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',4,2,2,1,1,5,2,13,13,13
'GP','F',16,'U','LE3','T',1,1,'at_home','at_home','course','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',3,4,4,3,3,1,4,10,11,11
'GP','M',17,'U','GT3','T',2,1,'other','other','home','mother',1,1,0,'no','yes','no','no','yes','yes','yes','no',5,4,5,1,2,5,22,9,7,6
'GP','F',15,'U','GT3','T',1,1,'other','services','course','father',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,4,2,1,2,5,0,12,12,12
'GP','F',15,'U','LE3','A',2,1,'at_home','other','home','mother',2,1,0,'no','yes','no','yes','yes','no','yes','yes',4,4,2,1,1,5,0,11,10,10
'GP','F',15,'U','GT3','T',3,2,'health','services','home','father',1,2,1,'no','yes','no','no','yes','yes','yes','no',3,3,2,1,1,3,2,11,11,11
'GP','F',15,'U','GT3','T',1,2,'at_home','other','course','mother',1,2,0,'no','yes','no','no','no','yes','yes','no',4,3,2,1,1,5,6,13,12,13
'GP','F',15,'U','GT3','T',1,2,'at_home','services','course','father',1,2,0,'no','no','no','no','no','yes','no','yes',2,3,4,2,4,1,6,11,11,11
'GP','M',16,'U','GT3','T',4,4,'teacher','teacher','course','mother',1,1,0,'no','yes','no','no','yes','no','yes','yes',3,3,2,2,1,5,16,9,9,8
'GP','M',15,'U','LE3','A',2,1,'services','other','course','mother',4,1,0,'no','no','no','no','yes','yes','yes','no',4,5,5,2,5,5,0,12,11,11
'GP','M',18,'U','LE3','T',1,1,'other','other','course','mother',1,1,2,'no','no','no','no','yes','no','yes','yes',2,3,5,2,5,4,0,11,9,0
'GP','M',16,'U','LE3','T',2,1,'at_home','other','course','mother',1,1,1,'no','no','no','yes','yes','yes','no','yes',4,4,4,3,5,5,6,9,10,10
'GP','F',15,'R','GT3','T',3,3,'services','services','reputation','other',2,3,0,'no','yes','yes','yes','yes','yes','yes','yes',4,2,1,2,3,3,2,13,13,13
'GP','M',19,'U','GT3','T',3,2,'services','at_home','home','mother',1,1,0,'no','yes','no','no','yes','no','yes','yes',4,5,4,1,1,4,6,11,9,11
'GP','F',17,'U','GT3','T',4,4,'other','teacher','course','mother',1,1,0,'yes','yes','no','no','yes','yes','no','yes',4,2,1,1,1,4,0,13,13,13
'GP','M',15,'R','GT3','T',2,3,'at_home','services','course','mother',1,2,0,'yes','no','yes','yes','yes','yes','no','no',4,4,4,1,1,1,0,7,8,8
'GP','M',17,'R','LE3','T',1,2,'other','other','reputation','mother',1,1,3,'no','no','no','no','yes','yes','no','no',2,2,2,3,3,5,14,9,8,10
'GP','F',18,'R','GT3','T',1,1,'at_home','other','course','mother',3,1,3,'no','yes','no','yes','no','yes','no','no',5,2,5,1,5,4,6,11,10,11
'GP','M',16,'R','GT3','T',2,2,'at_home','other','course','mother',3,1,0,'no','no','no','no','no','yes','no','no',4,2,2,1,2,3,4,12,10,11
'GP','M',16,'U','GT3','T',3,3,'other','services','course','father',1,2,1,'no','yes','no','no','yes','yes','yes','yes',4,5,5,4,4,5,0,10,10,1
'GP','M',16,'U','LE3','T',1,2,'health','services','course','mother',2,1,2,'no','no','no','no','no','yes','yes','no',4,4,5,3,5,5,0,9,8,10
'GP','M',17,'R','LE3','T',2,1,'at_home','other','course','mother',2,1,1,'no','no','yes','yes','yes','no','yes','yes',3,3,2,2,2,5,8,8,8,9
'GP','M',17,'R','GT3','T',3,2,'other','other','course','mother',2,2,2,'yes','yes','no','no','yes','yes','yes','yes',4,4,4,1,4,3,4,7,6,8
'GP','M',15,'U','LE3','T',1,2,'other','other','course','mother',2,1,0,'no','no','no','yes','yes','yes','no','no',4,4,4,2,4,5,2,8,9,10
'GP','M',16,'U','GT3','T',1,3,'at_home','services','course','father',1,1,1,'no','no','no','no','yes','no','yes','no',5,3,3,1,4,2,2,9,8,8
'GP','M',17,'R','LE3','T',1,1,'other','services','course','mother',4,2,0,'no','no','no','yes','yes','no','no','yes',5,3,5,1,5,5,0,8,8,8
'GP','M',17,'U','GT3','T',3,2,'services','services','course','mother',2,1,3,'no','yes','no','yes','no','no','no','no',4,5,2,1,1,2,10,8,7,8
'GP','M',16,'U','GT3','T',2,2,'other','other','course','father',1,2,0,'no','no','no','no','yes','no','yes','no',4,3,5,2,4,4,0,9,10,11
'GP','F',16,'U','GT3','T',4,2,'health','services','home','father',1,2,0,'no','no','no','no','yes','yes','yes','yes',4,2,3,1,1,3,0,17,17,18
'GP','F',16,'U','GT3','T',2,2,'other','other','home','mother',1,2,0,'no','yes','no','no','no','yes','yes','no',5,1,5,1,1,4,0,12,12,13
'GP','F',16,'U','GT3','T',4,4,'health','health','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',4,4,2,1,1,3,0,16,16,17
'GP','M',16,'U','GT3','T',3,4,'other','other','course','father',3,1,1,'no','yes','no','yes','no','yes','yes','no',3,4,5,2,4,2,4,9,9,10
'GP','M',16,'U','GT3','T',1,0,'other','other','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,2,1,1,3,0,16,17,18
'GP','M',17,'U','LE3','T',4,4,'teacher','other','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,4,4,1,3,5,0,11,9,10
'GP','F',16,'U','GT3','T',1,3,'at_home','services','home','mother',1,2,0,'no','no','no','yes','no','yes','yes','yes',4,3,5,1,1,3,0,14,13,13
'GP','F',16,'U','LE3','T',3,3,'other','other','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,4,5,1,1,4,0,14,14,15
'GP','M',17,'U','LE3','T',4,3,'teacher','other','course','mother',2,2,0,'no','no','no','yes','yes','yes','yes','no',4,4,4,4,4,4,0,10,11,11
'GP','F',16,'U','GT3','T',2,2,'services','other','reputation','mother',2,2,0,'no','no','no','yes','no','yes','yes','no',3,4,4,1,4,5,0,13,12,14
'GP','M',17,'U','GT3','T',3,3,'other','other','reputation','father',1,2,0,'no','no','no','yes','no','yes','yes','no',4,3,4,1,4,4,4,11,9,10
'GP','M',16,'R','GT3','T',4,2,'teacher','services','other','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,3,3,4,3,8,10,9,11
'GP','M',17,'U','GT3','T',4,3,'other','other','course','mother',1,2,0,'no','yes','yes','yes','yes','yes','yes','yes',5,2,3,1,1,2,4,11,11,13
'GP','M',16,'U','GT3','T',4,3,'teacher','other','home','mother',1,2,0,'no','yes','yes','yes','yes','yes','yes','no',3,4,3,2,3,3,4,11,10,11
'GP','M',16,'U','GT3','T',3,3,'services','other','home','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',4,2,3,1,2,3,0,11,12,13
'GP','F',17,'U','GT3','T',2,4,'services','services','reputation','father',1,2,0,'no','yes','no','yes','yes','yes','no','no',5,4,2,2,3,5,0,17,18,17
'GP','F',17,'U','LE3','T',3,3,'other','other','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','yes',5,3,3,2,3,1,32,14,13,14
'GP','F',16,'U','GT3','T',3,2,'other','other','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',1,2,2,1,2,1,8,14,15,16
'GP','M',17,'U','GT3','T',3,3,'services','services','other','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,4,2,3,4,6,11,13,14
'GP','M',16,'U','GT3','T',1,2,'services','services','other','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','yes',3,3,3,1,2,3,0,10,9,11
'GP','M',16,'U','LE3','T',2,1,'other','other','course','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',4,2,3,1,2,5,0,13,14,16
'GP','F',17,'U','GT3','A',3,3,'health','other','reputation','mother',1,2,0,'no','yes','no','no','no','yes','yes','yes',3,3,3,1,3,3,10,12,13,14
'GP','M',17,'R','GT3','T',1,2,'at_home','other','home','mother',1,2,0,'no','no','no','no','yes','yes','no','no',3,1,3,1,5,3,6,9,9,10
'GP','F',16,'U','GT3','T',2,3,'services','services','course','mother',1,2,0,'no','no','no','no','yes','yes','yes','no',4,3,3,1,1,2,6,12,12,13
'GP','F',17,'U','GT3','T',1,1,'at_home','services','course','mother',1,2,0,'no','no','no','yes','yes','yes','yes','no',5,3,3,1,1,3,0,12,11,12
'GP','M',17,'U','GT3','T',1,2,'at_home','services','other','other',2,2,0,'no','no','no','yes','no','yes','yes','no',4,4,4,4,5,5,16,10,11,12
'GP','M',16,'R','GT3','T',3,3,'services','services','reputation','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','no',4,3,2,3,4,5,0,11,10,10
'GP','M',16,'U','GT3','T',2,3,'other','other','home','father',2,1,0,'no','no','no','no','yes','yes','yes','no',5,3,3,1,1,3,0,13,12,12
'GP','F',17,'U','LE3','T',2,4,'services','services','course','father',1,2,0,'no','no','no','yes','yes','yes','yes','yes',4,3,2,1,1,5,8,14,15,16
'GP','M',17,'U','GT3','T',4,4,'services','teacher','home','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',5,2,3,1,2,5,4,13,13,14
'GP','M',16,'R','LE3','T',3,3,'teacher','other','home','father',3,1,0,'no','yes','no','yes','yes','yes','yes','no',3,3,4,3,5,3,16,10,11,12
'GP','F',17,'U','GT3','T',4,4,'services','teacher','home','mother',2,1,1,'no','yes','no','no','yes','yes','yes','no',4,2,4,2,3,2,30,14,15,16
'GP','F',16,'U','LE3','T',4,4,'teacher','teacher','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,5,2,1,2,3,0,11,10,11
'GP','F',16,'U','GT3','T',4,3,'health','other','home','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,5,1,5,2,2,14,14,15
'GP','F',16,'U','GT3','T',2,3,'other','other','reputation','mother',1,2,0,'yes','yes','no','yes','yes','yes','no','no',4,4,3,1,3,4,4,11,12,12
'GP','F',17,'U','GT3','T',1,1,'other','other','course','mother',1,2,0,'no','yes','no','no','no','yes','no','no',4,4,4,1,3,1,0,14,15,15
'GP','F',17,'R','GT3','T',2,2,'other','other','reputation','mother',1,1,0,'no','yes','no','no','yes','yes','yes','no',5,3,2,1,2,3,21,13,13,13
'GP','F',16,'R','GT3','T',2,2,'services','services','reputation','mother',2,4,0,'no','yes','no','yes','no','yes','yes','no',5,3,5,1,1,5,6,13,13,13
'GP','F',17,'U','GT3','T',3,4,'at_home','services','home','mother',1,3,1,'no','yes','yes','no','yes','yes','yes','yes',4,4,3,3,4,5,14,8,9,8
'GP','F',16,'U','GT3','A',3,1,'services','other','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',2,3,3,2,2,4,2,11,11,12
'GP','F',16,'U','GT3','T',4,3,'teacher','other','other','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',1,3,2,1,1,1,4,14,15,15
'GP','F',16,'U','GT3','T',1,1,'at_home','other','home','mother',2,1,0,'no','yes','no','no','yes','yes','no','no',4,3,2,1,4,5,2,12,13,13
'GP','F',17,'R','GT3','T',4,3,'teacher','other','reputation','mother',2,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,4,2,1,1,4,0,11,12,12
'GP','F',19,'U','GT3','T',3,3,'other','other','reputation','other',1,4,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,1,2,3,4,12,12,12
'GP','M',17,'U','LE3','T',4,4,'services','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',5,3,5,4,5,3,15,13,12,12
'GP','F',16,'U','GT3','A',2,2,'other','other','reputation','mother',1,2,0,'yes','yes','no','no','yes','yes','yes','no',3,3,4,1,1,4,0,13,13,13
'GP','M',18,'U','GT3','T',2,2,'services','other','home','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,4,4,2,4,5,10,12,11,11
'GP','F',17,'R','LE3','T',4,4,'services','other','other','mother',1,1,0,'no','yes','no','no','yes','yes','no','no',5,2,1,1,2,3,6,12,11,11
'GP','F',17,'U','LE3','T',3,2,'other','other','reputation','mother',2,2,0,'no','no','no','no','yes','yes','yes','no',4,4,4,1,3,1,2,14,16,15
'GP','F',17,'U','GT3','T',4,3,'other','other','reputation','mother',1,2,0,'no','no','no','no','yes','yes','yes','yes',3,4,5,2,4,1,16,11,9,10
'GP','M',18,'U','LE3','T',3,3,'services','health','home','father',1,2,0,'no','yes','no','no','yes','yes','yes','no',3,2,4,2,4,4,10,10,10,10
'GP','F',17,'U','GT3','T',2,3,'at_home','other','home','father',2,1,0,'no','yes','no','no','yes','yes','no','no',3,3,3,1,4,3,4,12,13,13
'GP','F',17,'U','GT3','T',2,2,'at_home','at_home','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,1,1,4,0,12,12,13
'GP','F',17,'R','GT3','T',2,1,'at_home','services','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,2,5,1,2,5,0,11,10,11
'GP','F',17,'U','GT3','T',1,1,'at_home','other','reputation','mother',1,3,0,'no','yes','no','yes','yes','yes','no','yes',4,3,4,1,1,5,12,12,12,12
'GP','F',16,'U','GT3','T',2,3,'services','teacher','other','mother',1,2,0,'yes','no','no','no','yes','yes','yes','no',2,3,1,1,1,3,0,13,13,14
'GP','M',18,'U','GT3','T',2,2,'other','other','home','mother',2,2,3,'no','yes','yes','no','yes','yes','yes','no',3,3,3,5,5,4,9,10,9,10
'GP','F',16,'U','GT3','T',4,4,'teacher','services','home','mother',1,3,0,'no','yes','no','yes','no','yes','yes','no',5,3,2,1,1,5,4,15,16,16
'GP','F',18,'R','GT3','T',3,1,'other','other','reputation','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',5,3,3,1,1,4,4,8,8,8
'GP','F',17,'U','GT3','T',3,2,'other','other','course','mother',1,2,0,'no','no','no','yes','no','yes','yes','no',5,3,4,1,3,3,2,17,18,17
'GP','M',17,'U','LE3','T',2,3,'services','services','reputation','father',1,2,0,'no','yes','no','no','no','yes','yes','no',5,3,3,1,3,3,0,10,11,11
'GP','M',18,'U','LE3','T',2,1,'at_home','other','course','mother',4,2,0,'yes','yes','no','yes','yes','yes','yes','yes',4,3,2,4,5,3,2,9,10,11
'GP','F',17,'U','GT3','A',2,1,'other','other','course','mother',2,3,0,'no','no','no','yes','yes','yes','yes','yes',3,2,3,1,2,3,0,15,15,16
'GP','F',17,'U','LE3','T',4,3,'health','other','reputation','father',1,2,0,'no','no','no','yes','yes','yes','yes','yes',3,2,3,1,2,3,0,14,12,12
'GP','M',17,'R','GT3','T',2,2,'other','other','course','father',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,5,2,1,1,1,0,12,13,13
'GP','M',17,'U','GT3','T',4,4,'teacher','teacher','reputation','mother',1,2,0,'yes','yes','no','yes','yes','yes','yes','yes',4,5,5,1,3,2,0,13,13,13
'GP','M',16,'U','GT3','T',4,4,'health','other','reputation','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,2,4,2,4,1,0,13,13,14
'GP','M',16,'U','LE3','T',1,1,'other','other','home','mother',2,2,0,'no','yes','no','no','yes','yes','yes','no',3,4,2,1,1,5,2,9,9,9
'GP','M',16,'U','GT3','T',3,2,'at_home','other','reputation','mother',2,3,0,'no','no','no','yes','yes','yes','yes','yes',5,3,3,1,3,2,0,12,12,12
'GP','M',17,'U','LE3','T',2,2,'other','other','home','father',1,2,0,'no','no','no','yes','no','yes','yes','yes',4,4,2,5,5,4,0,16,16,16
'GP','F',16,'U','GT3','T',2,1,'other','other','home','mother',1,1,0,'no','no','no','no','yes','yes','yes','yes',4,5,2,1,1,5,4,9,10,10
'GP','F',16,'U','GT3','A',4,1,'other','other','home','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',5,3,3,1,2,5,0,14,13,13
'GP','F',18,'U','LE3','A',2,4,'services','other','course','mother',2,2,1,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,1,3,18,10,10,10
'GP','F',18,'U','LE3','T',2,2,'at_home','services','course','mother',1,2,1,'no','yes','no','no','no','yes','yes','yes',5,3,1,1,1,5,16,9,8,10
'GP','F',18,'U','GT3','T',3,3,'other','other','course','mother',2,1,1,'no','no','no','no','yes','no','yes','no',4,1,1,1,1,3,14,8,7,7
'GP','M',18,'U','GT3','T',2,2,'other','at_home','course','other',1,1,1,'no','yes','no','yes','no','no','yes','yes',4,4,3,2,2,1,26,7,8,8
'GP','M',17,'U','GT3','T',4,4,'teacher','teacher','course','mother',1,1,0,'no','yes','no','yes','no','yes','yes','no',4,2,1,1,2,5,6,10,8,9
'GP','F',17,'U','GT3','T',3,2,'other','other','course','father',1,2,0,'no','no','no','yes','yes','yes','no','no',5,4,2,1,1,3,4,14,14,15
'GP','F',17,'U','LE3','T',1,1,'at_home','at_home','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,2,1,2,4,10,11,10,10
'GP','F',16,'U','GT3','T',1,2,'other','other','course','mother',1,1,0,'no','no','no','no','yes','no','yes','no',5,3,5,1,2,5,4,12,11,11
'GP','F',17,'R','GT3','T',2,1,'at_home','services','course','mother',3,2,0,'no','no','no','yes','yes','yes','no','no',2,1,1,1,1,3,2,13,13,13
'GP','F',17,'R','LE3','A',1,4,'other','other','course','other',4,1,1,'no','yes','no','no','yes','yes','yes','no',5,5,4,1,1,5,14,9,9,8
'GP','M',18,'U','GT3','T',2,2,'other','services','reputation','father',1,2,0,'no','no','no','no','yes','no','yes','no',5,5,4,3,5,2,16,8,7,8
'GP','F',17,'U','LE3','A',2,2,'other','other','home','mother',1,1,1,'no','yes','no','no','no','no','yes','no',3,1,2,1,1,1,8,11,9,10
'GP','F',17,'R','LE3','T',1,1,'at_home','other','course','mother',2,3,0,'no','no','no','yes','yes','yes','yes','no',4,3,3,1,3,5,4,15,14,15
'GP','F',17,'U','LE3','A',4,2,'teacher','other','course','mother',1,2,0,'no','yes','no','yes','yes','yes','no','no',4,3,2,1,1,4,4,15,14,14
'GP','M',17,'U','LE3','T',4,3,'health','other','course','mother',2,2,0,'no','no','no','yes','yes','yes','yes','yes',2,5,5,1,4,5,8,15,15,15
'GP','M',17,'R','LE3','A',4,4,'teacher','other','course','mother',2,2,0,'no','yes','no','no','yes','yes','yes','no',3,3,3,2,3,4,0,12,12,12
'GP','M',16,'U','LE3','T',4,3,'teacher','other','course','mother',1,1,0,'no','no','no','yes','no','yes','yes','no',5,4,5,1,1,3,7,14,14,15
'GP','M',16,'U','GT3','T',4,4,'services','services','course','mother',1,1,0,'no','no','yes','yes','yes','yes','yes','no',5,3,2,1,2,5,4,14,15,15
'GP','F',17,'U','GT3','T',4,4,'teacher','services','course','mother',1,2,0,'no','yes','yes','no','yes','yes','yes','yes',5,3,1,1,4,5,2,11,11,12
'GP','M',17,'R','GT3','T',1,1,'other','other','home','father',2,3,0,'no','no','no','no','no','yes','yes','yes',4,3,3,1,1,1,2,13,14,15
'GP','F',17,'U','GT3','T',3,3,'services','other','home','mother',2,3,0,'no','yes','no','no','yes','yes','yes','yes',4,2,2,2,3,5,10,11,11,11
'GP','F',17,'U','GT3','T',1,1,'at_home','other','course','mother',1,2,0,'yes','no','no','no','no','yes','no','yes',4,3,2,1,1,4,10,10,9,10
'GP','F',18,'U','GT3','T',2,1,'other','other','course','other',2,3,0,'no','yes','no','no','no','yes','yes','yes',4,4,4,1,1,3,10,12,10,11
'GP','M',16,'U','GT3','T',2,1,'other','other','course','mother',3,1,0,'no','no','no','no','yes','yes','yes','no',4,3,3,1,1,4,7,15,16,16
'GP','F',17,'U','GT3','T',1,1,'other','services','course','father',1,2,0,'no','yes','no','no','yes','yes','no','no',4,3,4,1,2,5,4,11,10,11
'GP','M',17,'U','GT3','T',2,3,'other','other','course','father',2,1,0,'no','no','no','no','yes','yes','yes','no',5,2,2,1,1,2,2,9,12,13
'GP','M',22,'U','GT3','T',3,1,'services','services','other','mother',1,1,3,'no','no','no','no','no','no','yes','yes',5,4,5,5,5,1,12,7,8,5
'GP','M',18,'R','LE3','T',3,3,'other','services','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',4,3,3,1,3,5,8,10,9,10
'GP','M',16,'U','GT3','T',0,2,'other','other','other','mother',1,1,0,'no','no','no','no','no','yes','yes','no',4,3,2,2,4,5,0,11,12,11
'GP','M',18,'U','GT3','T',3,2,'services','other','course','mother',2,1,0,'no','no','no','no','yes','no','yes','no',4,4,5,2,4,5,8,7,8,7
'GP','M',16,'U','GT3','T',3,3,'at_home','other','reputation','other',3,2,1,'yes','yes','no','no','no','yes','yes','no',5,3,3,1,3,2,4,9,11,10
'GP','M',18,'U','GT3','T',2,1,'services','services','other','mother',1,1,2,'no','no','no','no','no','no','yes','no',3,2,5,2,5,5,4,7,8,6
'GP','M',16,'R','GT3','T',2,1,'other','other','course','mother',2,1,0,'no','no','no','yes','no','yes','no','no',3,3,2,1,3,3,2,14,13,12
'GP','M',17,'R','GT3','T',2,1,'other','other','course','mother',1,1,0,'no','no','no','no','no','yes','yes','no',4,4,2,2,4,5,0,12,12,13
'GP','M',17,'U','LE3','T',1,1,'health','other','course','mother',2,1,1,'no','yes','no','yes','yes','yes','yes','no',4,4,4,1,2,5,0,9,10,10
'GP','F',18,'U','LE3','A',2,1,'other','other','course','mother',1,2,0,'no','yes','no','no','no','yes','yes','yes',4,3,4,1,3,5,2,12,12,13
'GP','F',17,'U','LE3','T',4,2,'teacher','services','reputation','mother',1,4,0,'no','yes','no','yes','yes','yes','yes','no',4,2,3,1,1,4,2,14,15,17
'GP','F',19,'U','GT3','T',2,2,'services','services','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,1,5,0,10,10,11
'GP','M',18,'U','LE3','T',2,1,'services','other','course','mother',3,2,1,'no','no','no','yes','no','no','yes','no',4,4,5,4,4,5,4,11,10,11
'GP','F',17,'R','GT3','T',4,2,'other','other','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',4,3,4,1,3,5,2,11,12,14
'GP','F',18,'U','LE3','T',1,1,'other','at_home','home','mother',1,3,0,'no','yes','no','no','no','yes','no','no',4,4,3,2,3,3,4,11,12,14
'GP','F',18,'R','GT3','T',2,2,'other','other','home','mother',1,2,0,'yes','no','no','no','yes','yes','no','no',3,2,3,1,1,5,4,11,11,13
'GP','M',19,'U','LE3','A',4,3,'services','at_home','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,1,1,1,1,4,11,13,14
'GP','M',18,'U','GT3','T',2,1,'other','other','home','mother',1,2,0,'no','no','no','yes','yes','yes','yes','no',5,2,4,1,2,4,2,16,16,16
'GP','M',17,'R','GT3','T',2,2,'other','services','other','mother',2,1,0,'no','no','no','no','no','no','no','no',5,2,2,1,1,4,0,9,10,10
'GP','F',17,'U','LE3','T',2,2,'services','services','course','father',1,4,0,'no','no','no','yes','yes','yes','yes','yes',3,4,1,1,1,2,2,10,11,12
'GP','F',20,'R','GT3','T',2,1,'other','other','course','other',2,2,0,'no','yes','yes','yes','yes','no','yes','yes',1,2,3,1,2,2,8,10,12,12
'GP','F',18,'U','GT3','T',4,3,'services','other','home','father',1,2,0,'no','yes','no','no','yes','yes','yes','yes',3,1,2,1,3,2,2,15,15,15
'GP','M',18,'U','GT3','T',4,3,'teacher','other','course','mother',1,2,0,'no','yes','no','no','no','yes','yes','no',4,3,2,1,1,3,2,10,10,11
'GP','M',18,'R','GT3','T',3,2,'other','other','course','mother',1,3,0,'no','no','no','yes','no','yes','no','no',5,3,2,1,1,3,2,10,11,12
'GP','F',17,'U','GT3','T',3,3,'other','other','home','mother',1,3,0,'no','no','no','yes','no','yes','no','no',3,2,3,1,1,4,2,15,12,13
'GP','F',18,'U','GT3','T',2,2,'at_home','services','home','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,3,1,1,3,0,11,12,13
'GP','M',17,'U','GT3','T',2,2,'other','other','home','father',2,1,0,'no','no','no','no','yes','no','yes','no',4,4,4,2,3,4,8,8,8,9
'GP','M',18,'R','LE3','A',3,4,'other','other','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,2,5,3,4,1,6,15,16,16
'GP','M',17,'U','GT3','T',3,1,'services','other','other','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',5,4,4,3,4,5,0,11,11,14
'GP','F',18,'R','GT3','T',4,4,'teacher','other','reputation','mother',2,2,0,'no','no','no','yes','yes','yes','yes','no',4,3,4,2,2,4,8,10,11,12
'GP','M',18,'U','GT3','T',4,2,'health','other','reputation','father',1,2,0,'no','yes','no','yes','yes','yes','yes','yes',5,4,5,1,3,5,4,10,12,14
'GP','F',18,'R','GT3','T',2,1,'other','other','reputation','mother',2,2,0,'no','yes','no','no','yes','no','yes','yes',4,3,5,1,2,3,12,8,9,10
'GP','F',19,'U','GT3','T',3,3,'other','services','home','other',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,5,3,3,5,16,11,12,12
'GP','F',18,'U','GT3','T',2,3,'other','services','reputation','father',1,4,0,'no','yes','no','yes','yes','yes','yes','yes',4,5,5,1,3,2,10,16,16,16
'GP','F',18,'U','LE3','T',1,1,'other','other','home','mother',2,2,0,'no','yes','no','no','no','yes','no','no',4,4,3,1,1,3,2,13,13,13
'GP','M',17,'R','GT3','T',1,2,'at_home','at_home','home','mother',1,2,0,'no','yes','no','yes','no','yes','no','yes',3,5,2,2,2,1,2,16,17,18
'GP','F',18,'U','GT3','T',2,1,'other','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',4,2,5,1,2,1,8,14,14,15
'GP','F',17,'U','GT3','T',2,4,'at_home','health','reputation','mother',2,2,0,'no','yes','no','no','yes','yes','yes','yes',4,3,3,1,1,1,6,15,16,16
'GP','F',17,'U','LE3','T',2,2,'services','other','course','mother',2,2,0,'yes','yes','no','no','yes','yes','yes','yes',4,4,4,2,3,5,6,12,12,12
'GP','F',18,'R','GT3','A',3,2,'other','services','home','mother',2,2,0,'no','no','no','no','no','no','yes','yes',4,1,1,1,1,5,15,12,9,10
'GP','M',18,'U','GT3','T',4,4,'teacher','services','home','mother',2,1,0,'no','no','no','yes','yes','yes','yes','no',3,2,4,1,4,3,6,11,12,12
'GP','F',18,'U','GT3','T',4,4,'health','health','reputation','father',1,2,1,'yes','yes','no','yes','yes','yes','yes','yes',2,4,4,1,1,4,2,14,12,13
'GP','F',17,'U','GT3','T',2,2,'other','services','reputation','father',3,3,0,'no','yes','no','no','yes','yes','yes','yes',4,2,3,1,1,1,8,13,15,15
'GP','F',19,'R','GT3','T',3,2,'services','services','reputation','father',1,2,1,'yes','yes','no','no','yes','no','yes','no',3,3,3,4,3,3,0,9,8,10
'GP','M',18,'U','LE3','T',4,3,'teacher','services','course','mother',2,1,0,'no','no','no','yes','yes','yes','yes','no',4,2,3,1,2,1,0,10,10,10
'GP','M',18,'U','GT3','T',1,2,'at_home','other','home','other',2,1,0,'no','no','no','no','no','no','yes','no',3,4,4,2,4,4,10,10,10,11
'GP','M',17,'U','LE3','A',4,1,'services','other','home','mother',2,1,0,'no','no','no','yes','yes','yes','yes','yes',4,5,4,2,4,5,22,11,11,10
'GP','M',17,'U','LE3','A',3,2,'teacher','services','home','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',4,4,4,3,4,3,18,13,13,13
'GP','F',18,'R','LE3','T',1,1,'at_home','other','reputation','mother',2,4,0,'no','yes','no','yes','yes','yes','no','no',5,2,2,1,1,3,2,17,17,18
'GP','F',18,'U','GT3','T',1,1,'other','other','home','mother',2,2,0,'yes','no','no','yes','yes','yes','yes','no',5,4,4,1,1,4,0,12,13,13
'GP','F',17,'U','GT3','T',2,2,'other','other','course','mother',1,2,0,'no','yes','no','no','no','yes','yes','no',5,4,5,1,2,5,12,12,12,14
'GP','F',18,'U','GT3','T',2,1,'other','other','reputation','mother',2,2,0,'no','no','no','yes','yes','yes','yes','yes',4,3,1,1,1,5,10,12,13,14
'GP','M',17,'U','GT3','T',1,1,'other','other','reputation','father',1,2,0,'no','no','no','no','no','yes','yes','no',4,3,3,1,2,4,0,12,12,12
'GP','F',18,'U','GT3','T',2,2,'at_home','at_home','other','mother',1,3,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,2,2,0,18,18,18
'GP','F',17,'U','GT3','T',1,1,'services','teacher','reputation','mother',1,3,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,1,3,0,13,13,14
'GP','M',18,'U','GT3','T',2,1,'services','services','reputation','mother',1,3,0,'no','no','no','yes','yes','yes','yes','no',4,2,4,1,3,2,0,14,15,15
'GP','M',18,'U','LE3','A',4,4,'teacher','teacher','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,4,3,1,1,2,0,17,17,17
'GP','M',18,'U','GT3','T',4,2,'teacher','other','home','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,2,1,4,5,2,15,16,16
'GP','F',17,'U','GT3','T',4,3,'health','services','reputation','mother',1,3,0,'no','yes','no','no','yes','yes','yes','no',4,2,2,1,2,3,0,17,18,18
'GP','F',17,'R','LE3','T',3,1,'services','other','reputation','mother',2,4,0,'no','yes','no','no','yes','yes','no','no',3,1,2,1,1,3,0,18,19,19
'GP','M',18,'R','LE3','T',3,2,'services','other','reputation','mother',2,3,0,'no','yes','no','yes','yes','yes','yes','no',5,4,2,1,1,4,0,14,15,15
'GP','M',17,'U','GT3','T',3,3,'health','other','home','mother',1,1,0,'no','yes','no','no','yes','yes','yes','no',4,4,3,1,3,5,0,14,15,15
'GP','F',19,'U','GT3','T',4,4,'health','other','reputation','other',2,2,0,'no','yes','no','yes','yes','yes','yes','no',2,3,4,2,3,2,2,14,13,13
'GP','F',18,'U','LE3','T',4,3,'other','other','home','other',2,2,0,'no','yes','no','no','yes','yes','yes','yes',4,4,5,1,2,2,0,13,14,14
'GP','F',18,'U','GT3','T',4,3,'other','other','reputation','father',1,4,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,1,3,0,16,17,17
'GP','M',18,'U','LE3','T',4,4,'teacher','teacher','home','mother',1,1,0,'no','yes','no','no','yes','yes','yes','yes',1,4,2,2,2,1,0,18,18,17
'GP','F',18,'U','LE3','A',4,4,'health','other','home','mother',1,2,0,'no','yes','yes','no','yes','yes','yes','yes',4,2,4,1,1,4,0,14,15,15
'GP','M',17,'U','LE3','T',4,4,'other','teacher','home','father',2,1,0,'no','no','no','no','yes','yes','yes','no',4,1,1,2,2,5,0,12,13,13
'GP','F',17,'R','GT3','T',4,4,'services','services','reputation','mother',2,3,0,'no','yes','no','yes','yes','yes','yes','no',5,3,4,1,1,5,0,7,7,8
'GP','F',17,'U','GT3','T',4,2,'other','other','reputation','mother',2,3,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,1,3,0,16,16,16
'GP','F',17,'U','GT3','T',3,2,'health','health','reputation','father',1,4,0,'no','yes','no','yes','no','yes','yes','no',5,2,2,1,2,5,0,18,18,18
'GP','M',19,'R','LE3','T',2,1,'at_home','services','course','mother',2,3,1,'no','no','no','yes','yes','yes','yes','yes',4,3,1,1,1,5,0,9,10,11
'GP','M',20,'U','GT3','A',3,2,'services','other','course','other',1,1,2,'no','no','no','yes','yes','yes','no','no',5,5,3,1,1,5,0,14,15,15
'GP','M',19,'R','GT3','T',3,3,'other','services','reputation','father',1,2,0,'no','no','no','yes','yes','yes','no','yes',4,5,3,1,2,5,0,10,10,11
'GP','F',18,'U','GT3','T',1,4,'other','teacher','home','mother',1,2,0,'yes','yes','no','no','no','yes','no','yes',3,4,4,1,2,5,2,10,10,11
'GP','F',18,'U','GT3','T',2,1,'services','other','course','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,2,1,2,12,12,15
'GP','F',17,'U','GT3','T',2,3,'other','other','course','father',2,2,0,'no','no','no','yes','yes','yes','yes','yes',4,2,1,1,1,3,2,11,12,14
'GP','F',17,'R','GT3','T',4,4,'teacher','teacher','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',4,4,4,1,1,5,2,15,16,17
'GP','F',18,'U','GT3','T',4,3,'other','other','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,4,1,1,5,2,14,15,17
'GP','F',18,'U','LE3','T',4,3,'health','services','course','mother',2,1,0,'no','yes','no','no','yes','yes','yes','no',3,2,4,1,4,1,8,12,12,15
'GP','F',17,'R','GT3','T',3,4,'at_home','services','course','father',1,3,0,'no','yes','no','yes','no','yes','yes','no',4,3,4,2,5,5,2,15,15,17
'GP','F',18,'U','GT3','T',3,3,'at_home','other','course','father',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,1,4,1,1,3,8,11,12,14
'GP','M',19,'U','GT3','T',4,2,'health','other','course','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','yes',5,4,4,1,1,1,9,11,10,10
'GP','F',18,'U','GT3','T',4,4,'teacher','other','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,4,4,3,3,5,0,12,11,13
'GP','F',18,'U','GT3','T',3,4,'other','other','course','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','yes',5,4,4,1,1,1,4,11,12,14
'GP','F',17,'U','GT3','T',4,4,'health','health','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',5,3,4,1,2,5,2,14,15,17
'GP','F',17,'U','GT3','A',4,3,'services','services','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',5,2,2,1,2,5,14,15,14,17
'GP','F',17,'U','LE3','A',3,3,'services','other','home','mother',1,2,0,'yes','yes','no','no','yes','yes','yes','no',5,3,3,1,1,5,0,12,12,13
'GP','F',17,'U','LE3','T',2,1,'other','other','home','father',1,2,0,'no','no','no','yes','yes','yes','yes','no',4,2,3,2,2,2,2,11,12,14
'GP','M',18,'U','LE3','T',4,4,'other','other','reputation','father',1,1,0,'no','yes','no','no','yes','yes','yes','no',4,2,5,3,4,5,2,8,9,11
'GP','F',19,'U','GT3','T',1,1,'other','other','course','other',3,3,0,'no','no','no','yes','yes','no','no','yes',1,5,5,4,3,5,12,10,10,11
'GP','F',19,'U','LE3','A',1,1,'other','other','course','other',3,2,2,'no','yes','no','no','no','yes','yes','yes',5,3,4,1,1,4,2,8,8,9
'GP','F',18,'U','GT3','T',2,2,'other','other','course','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,5,2,4,5,2,10,10,10
'GP','F',17,'U','GT3','T',2,2,'other','other','course','mother',1,2,0,'no','yes','no','no','yes','yes','no','yes',4,2,2,1,1,3,4,14,13,13
'GP','F',17,'R','LE3','T',2,2,'services','services','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',3,3,2,2,2,3,0,11,11,10
'GP','F',17,'U','GT3','T',3,1,'services','services','course','father',1,3,0,'no','yes','no','no','no','yes','yes','no',3,4,3,2,3,5,0,17,18,17
'GP','F',17,'U','LE3','T',0,2,'at_home','at_home','home','father',2,3,0,'no','no','no','no','yes','yes','yes','no',3,3,3,2,3,2,0,14,14,15
'GP','F',18,'U','GT3','T',1,1,'other','other','home','mother',2,3,0,'no','no','no','yes','yes','yes','yes','no',4,5,5,1,2,2,0,14,14,14
'GP','M',18,'U','GT3','T',4,4,'other','other','course','mother',1,3,0,'no','no','no','yes','yes','yes','yes','no',4,3,3,2,2,3,0,13,14,13
'GP','M',17,'U','GT3','T',3,3,'other','services','reputation','mother',1,1,0,'no','no','no','yes','no','yes','yes','no',4,3,5,3,5,5,0,17,18,17
'GP','M',17,'R','GT3','T',2,2,'services','other','course','mother',4,1,0,'no','yes','no','no','yes','yes','yes','no',4,4,5,5,5,4,2,11,10,10
'GP','F',17,'U','GT3','T',4,4,'teacher','services','course','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','no',5,4,4,1,3,4,0,13,12,13
'GP','F',17,'U','GT3','T',4,4,'teacher','teacher','course','mother',2,3,0,'no','yes','no','no','no','yes','yes','yes',4,3,3,1,2,4,4,15,14,15
'GP','F',17,'U','GT3','T',3,3,'at_home','other','course','mother',1,1,0,'no','yes','yes','yes','yes','yes','yes','no',4,2,5,2,5,5,2,11,12,11
'GP','M',18,'U','LE3','T',2,2,'other','other','course','mother',1,4,0,'no','yes','yes','yes','yes','yes','yes','no',4,5,5,2,4,5,0,11,11,12
'GP','M',19,'R','GT3','T',3,2,'at_home','services','home','other',1,1,0,'no','yes','no','no','no','yes','no','yes',5,3,4,2,2,5,0,11,10,10
'GP','F',18,'U','GT3','T',2,2,'at_home','other','course','mother',4,2,0,'no','no','no','yes','yes','yes','no','yes',4,2,5,1,1,2,2,10,9,10
'GP','F',17,'R','GT3','T',2,4,'at_home','other','course','father',1,3,0,'no','yes','no','no','yes','yes','yes','yes',4,4,3,1,1,5,0,15,15,15
'GP','M',18,'U','GT3','T',2,2,'other','other','reputation','mother',1,1,0,'no','no','no','no','no','yes','yes','no',5,4,2,1,2,5,6,15,14,15
'GP','F',18,'U','GT3','T',3,3,'services','services','home','mother',1,2,0,'no','no','no','yes','yes','yes','yes','no',5,3,4,1,1,4,8,10,11,12
'GP','F',18,'U','LE3','T',2,2,'other','other','home','other',1,2,0,'no','no','no','yes','no','yes','yes','yes',4,3,3,1,1,2,0,10,9,12
'GP','F',18,'R','GT3','T',2,2,'at_home','other','course','mother',2,4,0,'no','no','no','yes','yes','yes','no','no',4,4,4,1,1,4,6,14,13,14
'GP','F',17,'U','GT3','T',3,4,'services','other','course','mother',1,3,0,'no','no','no','no','yes','yes','yes','no',4,4,5,1,3,5,8,11,13,14
'GP','F',17,'U','GT3','T',3,2,'other','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',4,3,2,2,3,2,0,12,13,15
'GP','F',18,'U','LE3','T',3,3,'services','services','home','mother',1,4,0,'no','yes','no','no','yes','yes','yes','no',5,3,3,1,1,1,4,14,14,15
'GP','F',17,'R','GT3','A',3,2,'other','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,2,3,2,0,14,14,16
'GP','M',18,'U','GT3','T',4,4,'teacher','services','home','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,2,2,2,0,12,12,13
'GP','M',18,'U','LE3','T',3,4,'services','other','home','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',4,3,3,1,3,5,6,16,16,17
'GP','F',17,'U','GT3','A',2,2,'at_home','at_home','home','father',1,2,0,'no','yes','no','no','yes','yes','yes','yes',3,3,1,1,2,4,18,10,12,14
'GP','F',18,'U','GT3','T',2,3,'at_home','other','course','mother',1,3,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,2,3,0,11,12,14
'GP','F',18,'U','GT3','T',3,2,'other','services','other','mother',1,3,0,'no','no','no','no','yes','yes','yes','yes',5,4,3,2,3,1,4,14,16,17
'GP','M',18,'R','GT3','T',4,3,'teacher','services','course','mother',1,3,0,'no','no','no','no','yes','yes','yes','yes',5,3,2,1,2,4,4,15,14,17
'GP','M',18,'U','GT3','T',4,3,'teacher','other','course','mother',1,3,0,'no','yes','no','no','yes','yes','yes','yes',5,4,5,2,3,5,0,14,13,14
'GP','F',17,'U','GT3','T',4,3,'health','other','reputation','mother',1,3,0,'no','yes','no','yes','yes','yes','yes','yes',4,4,3,1,3,4,0,11,12,13
'GP','F',17,'U','GT3','T',2,1,'services','other','course','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','yes',4,3,4,2,2,1,10,12,15,15
'GP','F',17,'U','GT3','T',2,1,'services','other','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,5,2,4,4,4,12,16,16
'GP','F',19,'U','LE3','A',2,3,'at_home','other','home','other',2,1,1,'no','no','no','no','yes','no','yes','no',2,2,3,3,4,5,16,10,11,11
'GP','F',17,'U','GT3','T',3,1,'other','at_home','home','mother',1,1,1,'no','yes','yes','no','yes','yes','yes','yes',4,1,2,1,1,3,6,10,13,13
'GP','F',21,'U','LE3','T',4,4,'other','other','reputation','other',1,3,2,'no','no','yes','yes','yes','yes','yes','no',3,3,2,1,1,5,0,9,12,12
'GP','M',18,'U','LE3','T',2,2,'services','services','reputation','mother',1,2,0,'no','yes','no','yes','no','no','yes','no',4,4,4,1,3,3,11,9,11,12
'GP','M',18,'U','LE3','A',3,4,'other','other','reputation','other',1,2,0,'no','no','no','yes','yes','yes','yes','yes',4,3,5,1,4,2,9,13,14,15
'GP','F',17,'U','GT3','T',2,2,'services','services','reputation','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,4,1,3,4,0,13,17,17
'GP','M',17,'U','LE3','A',4,4,'health','other','reputation','mother',1,3,0,'no','yes','no','no','yes','yes','yes','no',4,4,2,1,2,4,2,12,15,15
'GP','F',18,'U','LE3','T',4,2,'teacher','other','course','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',4,2,2,1,1,3,0,14,17,17
'GP','M',21,'R','LE3','T',1,1,'at_home','other','course','other',2,2,2,'no','yes','no','yes','yes','no','yes','yes',5,3,3,5,2,4,21,9,10,10
'GP','F',20,'R','GT3','T',1,1,'other','other','reputation','other',2,3,0,'no','no','no','no','yes','yes','yes','yes',3,2,2,1,3,3,8,11,15,15
'GP','F',19,'U','GT3','T',4,4,'teacher','other','home','other',1,1,1,'no','yes','no','no','yes','yes','yes','yes',3,2,5,4,4,5,5,9,10,11
'GP','M',17,'U','LE3','A',3,2,'other','other','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,4,4,1,2,5,10,16,18,18
'GP','F',18,'U','GT3','T',3,2,'at_home','other','reputation','father',1,3,0,'no','yes','no','no','yes','yes','yes','yes',4,3,4,1,2,2,5,14,17,17
'GP','M',18,'R','GT3','T',2,3,'other','services','reputation','father',1,1,0,'no','no','no','no','yes','yes','yes','no',3,1,3,4,5,4,13,13,14,14
'GP','M',19,'U','GT3','T',2,1,'other','other','reputation','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',5,3,4,1,4,4,10,7,11,11
'GP','F',18,'U','LE3','A',2,2,'services','other','reputation','mother',2,2,0,'no','yes','no','no','yes','yes','yes','no',4,1,4,1,3,4,10,14,17,17
'GP','F',20,'U','GT3','T',1,0,'other','other','reputation','mother',2,1,1,'yes','no','no','no','yes','yes','yes','yes',5,3,1,1,1,5,5,8,10,10
'GP','F',18,'U','GT3','T',3,2,'services','other','home','mother',1,2,0,'no','yes','no','yes','no','yes','yes','yes',3,1,2,1,2,1,4,10,13,13
'MS','F',16,'U','GT3','T',1,3,'at_home','other','other','father',2,1,0,'no','yes','no','no','yes','no','yes','yes',4,3,3,1,3,5,11,10,11,11
'MS','F',16,'R','GT3','T',2,2,'other','other','course','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,4,4,1,1,5,0,12,12,12
'MS','F',15,'R','GT3','T',1,1,'at_home','services','other','mother',1,1,1,'no','yes','no','no','yes','yes','no','yes',4,1,3,1,1,2,6,10,10,10
'MS','F',15,'R','GT3','T',3,3,'at_home','other','course','mother',2,1,0,'no','yes','no','no','yes','yes','yes','no',5,4,4,2,3,5,4,10,10,11
'MS','F',16,'R','GT3','T',2,3,'at_home','services','course','mother',2,2,0,'no','no','no','no','yes','yes','no','no',4,5,2,1,2,5,0,16,17,17
'MS','F',15,'R','LE3','T',2,1,'at_home','other','home','mother',2,1,0,'no','no','no','no','yes','no','no','no',1,3,4,1,1,1,0,6,8,9
'MS','M',16,'R','LE3','A',4,4,'at_home','other','home','mother',1,2,0,'no','yes','no','no','yes','yes','no','no',5,3,2,1,3,2,5,10,11,11
'MS','M',16,'U','GT3','A',1,2,'other','other','other','mother',1,3,0,'yes','no','no','no','yes','yes','yes','no',4,4,3,1,1,5,0,10,11,11
'MS','F',17,'R','GT3','T',3,2,'at_home','other','course','father',1,2,1,'no','no','no','no','yes','yes','no','yes',4,5,4,1,2,5,0,10,10,10
'MS','F',17,'R','GT3','T',1,1,'other','other','other','father',1,1,1,'no','yes','no','no','no','no','yes','no',5,4,4,2,2,5,0,6,6,7
'MS','F',15,'R','GT3','T',4,4,'teacher','other','course','mother',2,1,0,'no','no','no','no','yes','yes','yes','yes',1,5,1,3,5,5,0,13,14,14
'MS','F',16,'U','LE3','A',2,2,'at_home','other','reputation','mother',2,4,0,'no','no','no','yes','no','no','no','yes',1,2,1,1,1,1,4,10,9,11
'MS','F',15,'R','LE3','T',1,1,'at_home','services','reputation','father',2,2,0,'no','yes','no','no','yes','yes','yes','no',5,4,3,1,2,4,0,10,10,10
'MS','F',15,'R','LE3','T',1,1,'other','services','course','mother',2,1,1,'no','yes','no','no','yes','yes','yes','yes',4,4,3,1,2,2,4,6,7,8
'MS','F',16,'R','GT3','T',0,2,'other','other','other','mother',2,1,0,'no','yes','no','yes','yes','yes','no','no',3,2,3,1,2,2,0,12,11,12
'MS','F',17,'R','GT3','T',2,3,'other','other','course','mother',2,1,0,'no','yes','no','no','yes','yes','yes','no',5,5,5,1,3,3,2,10,11,12
'MS','F',15,'R','GT3','T',3,3,'other','services','course','father',2,1,0,'no','no','no','no','no','yes','yes','no',4,1,3,1,1,4,0,14,16,16
'MS','M',16,'U','GT3','T',1,1,'at_home','services','home','mother',2,2,0,'no','yes','no','yes','yes','yes','no','yes',5,4,5,4,5,3,0,7,0,0
'MS','M',17,'U','GT3','T',1,1,'other','other','home','mother',1,2,0,'no','no','yes','no','no','yes','yes','no',4,4,3,2,4,5,4,8,9,9
'MS','M',15,'R','LE3','T',4,1,'health','services','reputation','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,4,1,2,2,0,12,13,14
'MS','M',15,'R','LE3','T',4,1,'health','services','reputation','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,4,1,2,2,7,7,9,8
'MS','M',16,'R','GT3','T',3,4,'other','health','other','mother',3,2,0,'no','no','no','no','no','yes','no','no',3,4,5,1,2,5,4,9,10,11
'MS','M',15,'R','GT3','T',1,1,'other','other','course','mother',4,2,0,'no','yes','no','yes','yes','yes','no','yes',5,4,5,2,4,4,8,7,9,9
'MS','M',15,'U','LE3','T',3,3,'at_home','at_home','reputation','father',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,1,5,0,11,11,11
'MS','M',17,'R','GT3','T',2,1,'other','other','other','mother',3,1,0,'no','no','no','yes','yes','no','no','yes',5,5,5,5,5,3,8,8,10,9
'MS','F',16,'R','GT3','T',4,4,'teacher','teacher','course','mother',2,3,0,'no','no','no','yes','yes','yes','yes','yes',4,2,2,1,1,4,6,16,16,17
'MS','F',15,'R','GT3','T',1,2,'other','services','course','mother',2,1,0,'no','no','no','no','yes','yes','no','no',5,1,2,1,1,1,3,11,13,13
'MS','F',16,'R','GT3','T',2,3,'other','services','course','mother',3,2,0,'no','yes','no','no','yes','yes','yes','no',4,5,4,1,2,1,2,15,15,15
'MS','M',16,'R','GT3','T',1,2,'other','other','course','father',2,2,0,'no','no','no','no','yes','yes','no','no',4,3,3,1,1,5,0,10,11,11
'MS','F',16,'R','GT3','T',2,2,'other','other','course','mother',3,2,0,'no','yes','no','no','yes','yes','yes','no',4,4,5,1,1,4,4,9,10,11
'MS','F',16,'U','GT3','T',1,2,'other','services','course','mother',1,3,1,'no','yes','no','no','yes','yes','no','no',1,3,2,1,2,4,0,10,8,8
'MS','F',16,'U','GT3','T',1,2,'other','services','course','mother',1,3,1,'no','yes','no','no','yes','yes','no','no',1,3,2,1,2,4,3,9,8,8
'MS','F',15,'U','GT3','T',2,1,'at_home','other','home','mother',1,2,0,'yes','yes','no','no','no','yes','yes','no',4,4,2,3,3,2,0,9,10,9
'MS','F',16,'U','GT3','T',1,1,'at_home','other','course','father',1,2,0,'no','yes','no','no','no','yes','no','yes',5,4,3,2,1,2,0,13,14,15
'MS','M',17,'R','LE3','T',1,2,'at_home','services','reputation','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','no',5,5,5,5,5,3,4,10,11,11
'MS','F',16,'R','GT3','T',1,1,'other','other','home','father',4,4,0,'no','yes','no','no','no','yes','yes','no',4,3,2,1,1,1,0,13,10,13
'MS','F',16,'R','GT3','T',1,1,'at_home','other','other','father',4,3,0,'yes','yes','no','no','yes','yes','no','no',4,4,3,1,1,5,2,10,9,10
'MS','F',15,'R','GT3','T',1,1,'at_home','other','home','father',2,2,0,'no','yes','no','yes','yes','yes','yes','no',4,3,3,1,1,2,1,11,10,11
'MS','F',16,'R','GT3','T',1,1,'at_home','other','other','mother',2,1,0,'no','no','no','yes','yes','yes','yes','yes',4,2,2,4,3,2,0,13,12,14
'MS','F',15,'R','GT3','T',1,1,'at_home','at_home','course','father',3,2,0,'no','yes','no','no','yes','yes','no','no',4,2,1,1,2,2,0,13,14,14
'MS','F',15,'R','LE3','T',2,2,'other','other','other','father',1,3,0,'yes','yes','no','no','yes','yes','no','no',4,4,3,2,2,5,2,14,11,12
'MS','M',16,'R','GT3','T',1,1,'at_home','other','other','father',2,1,0,'no','no','no','yes','yes','yes','no','no',3,4,4,3,4,5,6,11,11,11
'MS','F',18,'U','GT3','T',1,2,'other','other','course','father',1,2,1,'no','yes','no','yes','yes','yes','yes','yes',3,4,4,2,3,5,9,9,8,8
'MS','M',15,'U','GT3','T',3,1,'other','services','home','mother',2,1,0,'no','yes','no','no','yes','yes','no','no',3,2,3,1,3,4,0,10,9,11
'MS','F',16,'R','GT3','T',2,2,'other','services','course','father',3,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,4,1,1,2,1,14,13,14
'MS','M',15,'U','GT3','T',2,2,'health','other','reputation','mother',3,1,0,'no','no','no','no','yes','yes','no','no',4,3,3,1,2,4,1,13,12,13
'MS','M',16,'U','GT3','T',4,4,'other','teacher','course','father',1,2,0,'no','yes','no','yes','yes','yes','no','yes',4,3,1,1,1,3,0,13,12,13
'MS','F',15,'R','GT3','T',3,3,'services','other','reputation','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',4,5,4,1,1,1,4,13,12,12
'MS','F',16,'R','GT3','T',2,2,'at_home','other','course','mother',2,2,1,'no','yes','no','yes','no','yes','no','no',4,4,4,2,3,5,2,12,11,12
'MS','F',16,'R','LE3','T',2,2,'other','other','home','father',3,1,0,'no','yes','no','yes','yes','yes','no','yes',4,3,2,1,1,4,0,14,14,16
'MS','M',16,'U','LE3','T',2,1,'at_home','services','course','mother',2,1,0,'no','yes','no','yes','yes','yes','yes','no',2,4,3,2,3,4,4,10,8,10
'MS','M',15,'R','LE3','T',1,3,'at_home','other','reputation','father',3,1,0,'no','yes','no','yes','yes','yes','yes','no',4,2,4,3,5,3,2,10,11,11
'MS','F',15,'U','GT3','T',2,2,'other','services','course','mother',2,3,0,'no','yes','no','yes','yes','yes','no','no',5,3,2,1,1,4,0,12,13,14
'MS','F',16,'R','LE3','T',2,1,'other','other','home','mother',1,1,0,'no','yes','no','no','yes','yes','yes','yes',5,4,3,1,1,5,2,10,8,8
'MS','M',15,'U','GT3','T',3,3,'services','services','course','father',2,1,0,'no','yes','no','yes','no','yes','yes','no',4,3,3,2,4,3,11,12,10,11
'MS','F',16,'R','GT3','T',1,1,'at_home','other','course','father',2,2,3,'yes','yes','no','no','yes','yes','no','no',3,4,3,1,1,1,0,7,7,8
'MS','F',17,'U','GT3','T',2,2,'other','at_home','course','mother',1,1,0,'no','yes','no','yes','yes','no','no','no',4,5,3,1,1,5,4,9,9,10
'MS','F',19,'U','GT3','T',2,3,'at_home','services','course','other',1,1,1,'no','no','no','no','yes','no','yes','yes',4,4,4,1,1,2,0,9,9,10
'MS','F',17,'R','GT3','T',2,1,'at_home','other','course','mother',3,1,0,'no','yes','no','yes','yes','no','no','yes',5,5,3,1,1,3,2,9,10,11
'MS','F',15,'R','LE3','T',1,1,'at_home','other','course','mother',2,1,0,'no','yes','no','no','yes','no','no','yes',5,2,1,1,3,4,0,9,10,9
'MS','F',16,'R','GT3','T',2,2,'other','other','course','father',3,2,0,'no','yes','no','no','yes','no','yes','no',3,4,5,1,2,1,1,9,10,11
'MS','F',16,'U','LE3','A',2,2,'other','other','home','mother',1,1,0,'no','yes','no','no','yes','no','no','no',4,3,4,1,2,1,6,7,7,8
'MS','F',17,'R','GT3','T',2,2,'at_home','other','course','mother',2,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,5,1,2,4,0,11,10,11
'MS','F',16,'U','GT3','T',2,2,'other','services','course','father',1,1,1,'no','yes','yes','yes','no','yes','yes','no',4,4,3,1,4,3,1,9,10,10
'MS','F',18,'R','LE3','A',3,2,'other','other','course','other',2,3,2,'no','yes','no','no','no','no','no','yes',3,3,2,1,1,2,6,7,9,10
'MS','F',19,'U','GT3','T',1,1,'at_home','services','course','mother',1,3,1,'no','no','no','yes','yes','no','no','yes',5,3,1,1,1,3,6,7,9,9
'MS','M',18,'R','GT3','T',1,1,'other','other','home','mother',2,1,1,'no','no','no','yes','yes','no','yes','no',4,4,3,3,4,4,0,8,9,10
'MS','F',18,'R','GT3','T',1,1,'at_home','at_home','course','mother',2,1,1,'no','no','no','no','no','no','yes','yes',3,2,3,1,1,2,4,9,11,10
'MS','F',19,'U','GT3','T',1,1,'other','other','course','other',2,2,1,'no','yes','no','no','yes','yes','yes','yes',1,1,4,4,1,1,12,7,8,9
'MS','F',16,'R','GT3','A',2,2,'health','other','course','mother',1,2,0,'no','no','no','no','no','yes','no','yes',3,3,2,1,1,3,2,8,10,10
'MS','F',17,'U','GT3','T',0,1,'other','at_home','course','father',2,1,0,'no','no','no','yes','no','yes','no','no',2,4,4,3,5,5,5,9,9,10
'MS','F',16,'R','LE3','T',1,2,'at_home','other','course','mother',1,2,0,'no','no','no','yes','yes','no','yes','no',4,4,5,1,3,3,0,8,9,9
'MS','F',16,'U','GT3','T',3,3,'other','other','reputation','mother',1,1,0,'no','no','no','yes','yes','no','yes','yes',4,5,4,1,1,4,0,14,13,13
'MS','F',16,'R','LE3','T',1,1,'services','services','home','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','yes',4,4,4,2,2,4,2,14,14,14
'MS','M',17,'U','GT3','T',3,3,'services','at_home','course','mother',2,4,1,'no','yes','yes','yes','yes','yes','no','no',5,4,5,3,4,5,0,10,11,10
'MS','F',16,'U','GT3','T',2,1,'other','services','course','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','no',5,3,3,1,1,1,0,14,13,14
'MS','F',16,'U','GT3','T',2,2,'services','other','course','mother',1,1,0,'no','yes','yes','yes','yes','yes','no','yes',4,2,5,1,2,5,0,17,16,16
'MS','M',17,'U','GT3','T',1,2,'other','other','course','father',1,1,1,'no','yes','no','yes','yes','no','yes','yes',5,3,5,5,5,1,12,6,7,7
'MS','M',16,'U','LE3','T',4,3,'other','other','course','father',1,1,0,'no','no','no','yes','yes','yes','yes','no',4,2,5,1,5,5,8,14,12,13
'MS','M',17,'R','LE3','T',2,2,'services','services','other','mother',3,4,1,'no','yes','no','no','yes','yes','no','no',1,3,5,3,5,3,2,10,8,9
'MS','F',16,'U','GT3','T',1,1,'other','other','course','other',1,4,0,'yes','yes','no','yes','yes','yes','yes','no',2,2,1,1,1,5,0,14,14,14
'MS','F',19,'U','LE3','T',2,2,'other','other','home','mother',1,3,0,'no','no','no','no','yes','yes','yes','yes',5,4,5,1,1,1,0,12,13,13
'MS','F',17,'R','GT3','T',1,1,'at_home','other','reputation','mother',2,1,0,'no','yes','no','yes','no','yes','yes','yes',4,4,5,1,2,5,0,11,11,11
'MS','F',20,'U','GT3','T',3,3,'at_home','services','other','mother',2,2,1,'no','no','no','yes','yes','yes','yes','yes',3,3,4,2,4,3,8,11,9,10
'MS','F',17,'U','LE3','T',1,1,'other','services','course','father',1,3,0,'no','yes','no','no','yes','yes','no','yes',4,3,3,1,1,3,0,11,11,10
'MS','M',17,'R','GT3','T',2,2,'other','other','course','mother',3,1,1,'no','yes','no','no','no','yes','yes','no',4,4,5,1,2,5,0,10,9,9
'MS','F',16,'R','LE3','T',1,1,'at_home','other','course','father',3,2,0,'no','yes','no','no','yes','yes','no','no',5,3,2,1,1,1,0,16,17,18
'MS','F',17,'R','GT3','T',2,2,'other','other','reputation','mother',2,2,0,'no','yes','no','yes','yes','yes','no','no',5,3,2,1,1,1,0,15,17,17
'MS','F',17,'U','GT3','A',1,0,'other','other','other','mother',2,2,0,'no','no','no','no','yes','yes','yes','yes',4,4,5,1,1,4,1,11,9,10
'MS','F',18,'R','GT3','T',1,1,'at_home','other','other','mother',1,2,1,'no','yes','no','no','yes','yes','yes','yes',4,3,2,1,1,5,9,7,7,7
'MS','F',16,'U','GT3','T',3,1,'other','other','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',3,1,3,1,3,1,0,8,6,8
'MS','F',16,'U','GT3','T',3,2,'services','at_home','course','mother',1,1,0,'no','no','no','no','yes','yes','yes','no',3,1,3,1,4,3,2,7,6,7
'MS','F',18,'U','LE3','T',1,1,'other','at_home','reputation','mother',2,2,0,'yes','no','no','no','yes','yes','no','no',2,3,5,1,4,3,8,9,8,10
'MS','F',16,'R','GT3','T',4,4,'health','teacher','reputation','father',1,2,0,'no','no','no','yes','no','yes','yes','yes',4,3,3,2,3,2,0,14,16,16
'MS','F',16,'R','LE3','T',1,2,'other','other','reputation','mother',2,1,0,'no','no','no','yes','yes','yes','yes','no',5,4,5,1,4,2,0,14,14,15
'MS','F',18,'U','GT3','A',2,4,'other','services','reputation','father',1,2,1,'no','yes','no','no','yes','yes','yes','no',2,3,2,1,3,1,8,8,5,8
'MS','M',16,'R','GT3','T',2,1,'other','services','reputation','mother',2,2,0,'no','no','no','yes','yes','yes','yes','no',5,2,1,1,1,2,0,8,7,0
'MS','F',16,'U','LE3','T',1,1,'at_home','other','other','mother',3,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,2,1,3,5,6,6,8,8
'MS','F',16,'R','GT3','T',2,3,'at_home','services','other','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',3,3,3,1,1,2,0,8,10,10
'MS','F',16,'U','GT3','T',4,4,'health','health','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','yes',4,3,4,1,2,3,4,8,8,8
'MS','M',18,'U','LE3','T',4,4,'at_home','health','home','mother',1,4,0,'no','yes','no','yes','yes','no','yes','yes',5,5,5,5,5,5,2,5,6,6
'MS','F',16,'R','LE3','T',3,4,'at_home','other','other','mother',3,2,0,'no','yes','no','no','no','yes','no','no',4,2,1,1,1,2,2,7,9,8
'MS','M',17,'U','LE3','T',4,4,'other','services','home','mother',1,3,0,'no','yes','no','no','yes','yes','yes','no',4,4,3,1,2,5,0,15,14,16
'MS','F',17,'R','GT3','T',4,1,'other','other','other','mother',1,1,0,'no','no','no','no','yes','yes','yes','yes',4,2,3,1,2,5,1,13,14,14
'MS','M',16,'U','LE3','T',2,2,'services','services','other','mother',4,3,0,'no','no','no','no','yes','yes','no','no',5,1,3,2,2,3,0,10,9,10
'MS','F',17,'R','GT3','T',2,2,'at_home','other','other','mother',1,1,0,'no','yes','yes','no','yes','yes','yes','no',5,1,3,1,2,5,5,9,9,9
'MS','F',16,'U','LE3','T',4,4,'services','services','other','father',2,1,0,'no','yes','no','no','yes','yes','no','no',5,1,3,1,2,5,1,11,11,11
'MS','M',17,'U','GT3','T',3,3,'services','services','home','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','no',4,1,4,5,5,3,8,7,10,9
'MS','M',17,'U','GT3','T',1,1,'at_home','services','other','mother',3,2,0,'no','no','no','no','yes','yes','yes','yes',5,1,3,3,3,1,0,10,10,10
'MS','M',16,'U','GT3','T',2,1,'health','services','other','mother',2,2,0,'no','no','no','no','no','yes','yes','yes',4,2,2,1,4,5,2,9,7,8
'MS','F',16,'U','LE3','T',2,1,'other','services','other','mother',1,2,0,'no','no','no','no','yes','yes','yes','yes',3,2,2,1,1,3,0,14,15,16
'MS','M',16,'U','LE3','T',4,4,'teacher','health','other','father',1,1,0,'no','yes','no','no','yes','yes','yes','no',4,1,2,2,5,5,0,11,12,12
'MS','M',15,'R','GT3','T',1,2,'other','services','course','mother',3,2,0,'no','yes','no','yes','yes','yes','no','no',5,5,5,1,3,5,11,9,11,10
'MS','M',15,'U','LE3','A',2,2,'other','other','reputation','mother',3,4,0,'no','yes','no','yes','yes','yes','no','no',5,4,5,2,3,5,8,13,14,14
'MS','M',15,'U','LE3','A',2,1,'services','services','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',4,3,3,1,2,5,11,12,13,12
'MS','F',16,'R','LE3','T',2,2,'other','other','course','mother',1,3,0,'no','yes','no','no','no','yes','no','yes',4,3,3,2,2,5,2,11,11,11
'MS','F',16,'U','LE3','T',4,1,'other','other','home','mother',2,2,0,'no','yes','no','yes','yes','yes','yes','no',1,2,4,2,2,1,8,9,10,10
'MS','F',17,'U','GT3','T',3,2,'at_home','other','home','mother',2,1,0,'no','no','no','no','yes','yes','no','yes',4,3,3,2,2,1,5,9,11,11
'MS','F',17,'R','GT3','T',2,2,'other','other','other','mother',2,2,0,'yes','no','yes','no','yes','yes','no','no',5,1,3,1,1,5,0,11,9,11
'MS','F',16,'U','GT3','T',4,4,'teacher','services','course','mother',2,3,0,'no','yes','no','no','yes','yes','yes','yes',5,3,5,1,4,5,1,10,11,12
'MS','M',17,'R','GT3','T',4,4,'health','other','course','father',3,1,3,'no','no','no','yes','yes','yes','yes','yes',3,3,3,1,3,5,2,9,9,8
'MS','M',17,'R','LE3','T',1,3,'other','other','course','father',2,1,0,'no','no','no','yes','yes','yes','no','yes',5,1,2,3,3,5,2,12,11,12
'MS','M',17,'U','GT3','T',3,4,'services','other','other','mother',1,2,1,'no','yes','no','yes','no','yes','yes','yes',5,4,4,3,4,5,8,8,9,8
'MS','F',17,'U','GT3','T',4,4,'health','health','course','father',1,2,0,'no','yes','no','no','yes','yes','yes','no',5,2,5,1,1,5,0,13,15,16
'MS','M',16,'R','LE3','T',4,1,'other','at_home','other','father',1,1,0,'no','no','no','no','yes','yes','yes','no',4,1,2,2,1,2,0,10,11,11
'MS','F',17,'U','GT3','A',1,1,'at_home','at_home','other','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',4,5,5,1,2,3,2,11,10,11
'MS','F',17,'R','GT3','T',4,2,'other','other','course','mother',2,2,0,'yes','yes','no','no','no','yes','yes','no',4,3,3,2,3,5,0,17,18,18
'MS','M',16,'U','LE3','A',2,2,'other','services','course','father',2,2,0,'no','yes','no','no','no','yes','yes','yes',4,1,2,2,2,5,0,12,13,13
'MS','M',17,'U','GT3','T',3,2,'other','other','other','father',2,2,0,'no','yes','yes','no','yes','yes','yes','no',4,1,2,2,2,1,0,13,14,13
'MS','M',19,'U','GT3','T',1,1,'other','other','other','mother',1,2,2,'no','yes','no','yes','yes','no','yes','no',4,4,3,3,4,4,2,9,9,10
'MS','M',17,'U','LE3','A',1,0,'other','other','home','mother',1,1,0,'no','no','no','no','yes','yes','no','yes',4,1,2,1,1,5,4,11,11,12
'MS','F',17,'R','GT3','T',1,1,'at_home','at_home','course','father',2,1,0,'no','yes','no','yes','yes','no','yes','yes',3,5,5,2,2,4,3,10,11,10
'MS','F',16,'R','GT3','T',1,2,'other','other','home','father',1,3,0,'yes','yes','no','no','no','yes','yes','yes',4,3,4,1,1,3,5,13,14,13
'MS','M',16,'R','LE3','T',1,2,'other','at_home','course','mother',1,1,0,'no','no','no','no','yes','yes','no','no',4,4,4,2,4,5,4,9,10,11
'MS','F',17,'R','GT3','T',3,1,'other','other','course','mother',2,2,3,'no','yes','no','yes','no','yes','yes','yes',5,4,4,1,1,5,2,7,9,10
'MS','M',17,'R','GT3','T',2,2,'other','other','course','mother',2,1,0,'no','no','no','yes','yes','no','no','yes',5,5,5,3,5,5,0,8,13,10
'MS','M',18,'R','GT3','T',1,0,'at_home','at_home','course','other',3,1,1,'yes','yes','no','no','yes','yes','no','no',4,3,2,1,1,4,0,12,12,13
'MS','M',17,'R','GT3','T',1,1,'other','services','course','mother',2,1,0,'no','yes','no','yes','no','yes','yes','yes',4,5,5,1,3,2,0,10,9,10
'MS','M',18,'U','LE3','T',1,1,'at_home','at_home','course','mother',2,2,0,'no','yes','no','yes','yes','yes','no','no',4,3,3,1,4,5,6,10,9,10
'MS','F',16,'R','LE3','T',2,2,'other','services','course','father',1,2,0,'no','no','no','yes','yes','yes','no','yes',5,4,3,1,1,1,0,11,13,12
'MS','M',17,'U','GT3','T',2,2,'other','other','course','mother',1,1,1,'no','no','no','yes','yes','yes','no','yes',1,2,1,2,3,5,0,7,0,0
'MS','M',16,'R','GT3','T',3,2,'services','other','course','father',2,1,0,'no','no','no','no','yes','yes','yes','no',4,5,5,2,3,5,2,11,9,10
'MS','M',16,'R','LE3','T',1,1,'at_home','other','course','mother',2,1,0,'no','no','no','yes','yes','yes','yes','no',4,5,5,2,4,5,0,10,10,9
'MS','M',18,'R','GT3','T',1,1,'services','other','course','other',2,1,1,'no','yes','no','no','yes','no','yes','yes',5,3,3,2,3,5,2,9,7,9
'MS','M',18,'R','GT3','T',3,2,'services','other','course','mother',1,1,1,'no','no','no','no','yes','no','yes','no',2,3,1,2,2,5,0,4,0,0
'MS','M',19,'U','GT3','T',3,2,'at_home','services','course','mother',2,1,3,'no','no','no','yes','yes','yes','no','no',3,2,1,1,1,3,4,6,11,9
'MS','M',18,'U','GT3','T',3,3,'at_home','at_home','course','mother',1,2,2,'no','yes','no','yes','yes','no','yes','no',4,4,5,1,3,3,9,4,8,8
'MS','M',16,'R','GT3','T',2,2,'services','services','course','mother',2,1,0,'no','yes','no','yes','yes','yes','yes','yes',5,4,3,2,4,4,6,7,8,8
'MS','M',19,'U','GT3','T',2,1,'at_home','other','course','other',2,1,3,'no','no','no','yes','no','no','yes','yes',4,4,3,1,3,5,4,8,9,9
'MS','F',16,'U','GT3','A',3,2,'services','at_home','course','mother',2,2,2,'no','yes','no','yes','yes','yes','no','yes',2,5,5,1,1,1,8,5,5,7
'MS','F',17,'U','GT3','T',1,1,'other','at_home','course','mother',1,1,0,'no','yes','no','yes','yes','yes','no','no',4,3,2,1,2,5,9,7,9,10
'MS','M',20,'R','GT3','T',1,1,'other','other','course','other',2,1,1,'no','yes','no','no','yes','no','yes','yes',4,4,3,2,4,4,12,8,11,10
'MS','F',18,'R','GT3','A',4,3,'services','services','course','mother',1,1,0,'no','yes','no','no','yes','yes','yes','no',5,4,4,3,4,2,8,10,11,10
'MS','M',18,'R','GT3','T',3,2,'other','other','course','mother',2,1,0,'no','yes','no','no','no','yes','yes','no',2,5,5,5,5,5,8,9,10,11
'MS','M',19,'R','GT3','T',1,1,'other','services','home','other',3,2,1,'no','no','no','no','yes','yes','yes','no',5,4,4,3,3,2,8,10,9,11
'MS','M',17,'U','GT3','T',3,3,'health','other','course','mother',2,2,1,'no','yes','no','no','yes','yes','yes','no',4,5,4,2,3,3,4,8,9,10
'MS','M',18,'U','LE3','T',1,3,'at_home','services','course','mother',1,1,0,'no','no','no','no','yes','no','yes','yes',4,3,3,2,3,3,0,9,10,9
'MS','M',19,'R','GT3','T',1,1,'other','other','home','other',3,1,1,'no','yes','no','no','yes','yes','yes','no',4,4,4,3,3,5,4,8,9,10
'MS','F',18,'U','GT3','A',1,2,'at_home','other','course','mother',2,2,2,'no','yes','no','no','yes','yes','no','no',4,3,3,1,1,5,2,6,8,8
'MS','F',19,'U','LE3','A',1,1,'at_home','other','course','mother',1,1,0,'no','yes','no','no','yes','no','no','no',1,4,4,1,1,5,0,6,8,7
'MS','F',18,'R','GT3','T',2,2,'other','other','other','mother',2,1,1,'no','no','no','no','yes','no','yes','yes',5,5,5,1,1,3,0,8,6,0
'MS','F',17,'R','GT3','T',0,0,'at_home','other','course','mother',2,1,0,'no','yes','no','no','yes','yes','yes','no',4,4,3,1,1,5,0,10,11,11
'MS','F',17,'R','LE3','A',3,1,'other','at_home','course','other',2,3,0,'no','yes','yes','no','yes','no','no','no',4,2,3,2,2,3,5,8,7,8
'MS','F',17,'U','GT3','T',4,2,'teacher','services','home','mother',1,2,0,'yes','yes','no','yes','yes','yes','yes','no',5,5,5,1,3,5,0,8,8,0
'MS','F',18,'R','LE3','T',2,2,'services','services','course','mother',1,2,1,'no','yes','no','yes','yes','yes','yes','no',2,3,3,1,2,4,3,7,6,8
'MS','F',17,'U','GT3','T',4,1,'health','at_home','course','mother',1,1,0,'no','yes','no','no','yes','yes','no','yes',3,2,2,1,1,5,0,8,10,9
'MS','F',17,'U','LE3','T',1,2,'at_home','other','course','father',1,1,0,'no','no','no','no','yes','yes','yes','no',5,5,1,1,1,3,0,7,10,10
'MS','F',18,'U','GT3','T',1,1,'other','other','course','mother',3,2,2,'no','no','no','yes','yes','yes','no','yes',3,4,4,2,2,5,3,7,8,7
'MS','F',18,'U','GT3','T',2,2,'services','at_home','reputation','father',2,2,0,'no','no','no','yes','no','yes','yes','no',4,3,5,1,1,1,2,12,13,14
'MS','F',17,'U','GT3','T',3,3,'services','services','course','mother',2,1,0,'no','yes','no','no','yes','yes','yes','no',4,4,3,1,1,4,0,11,12,13
'MS','F',18,'U','LE3','A',1,2,'at_home','other','reputation','mother',2,2,0,'no','no','no','no','yes','yes','yes','no',4,4,3,1,2,4,0,12,13,14
'MS','F',18,'U','GT3','T',4,4,'teacher','teacher','reputation','mother',2,2,0,'no','no','no','yes','no','yes','yes','no',4,3,5,1,2,1,0,18,18,18
'MS','M',18,'U','LE3','T',4,4,'services','other','reputation','mother',1,1,0,'no','yes','no','yes','yes','yes','yes','no',5,4,5,1,1,5,3,17,17,17
'MS','F',17,'U','GT3','T',4,2,'other','other','course','mother',2,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,3,1,2,4,0,17,18,18
'MS','F',18,'R','GT3','T',2,2,'at_home','other','course','mother',3,2,1,'no','no','no','yes','yes','yes','no','yes',4,3,3,1,1,4,0,9,0,0
'MS','M',18,'U','LE3','T',1,2,'at_home','services','home','mother',2,1,0,'no','yes','no','no','no','yes','no','no',4,1,4,5,5,1,8,10,11,11
'MS','M',18,'R','GT3','T',4,4,'at_home','services','other','mother',3,1,0,'no','yes','yes','yes','yes','yes','yes','yes',2,5,5,1,1,1,5,12,13,14
'MS','M',17,'R','GT3','T',1,1,'other','services','other','father',3,1,0,'no','no','no','no','no','no','no','no',4,2,3,3,4,4,4,12,13,14
'MS','F',18,'U','GT3','T',2,2,'other','other','course','mother',2,2,0,'no','yes','no','no','no','yes','yes','yes',1,3,1,1,1,2,4,8,8,10
'MS','F',18,'U','LE3','T',2,2,'services','services','course','father',2,3,0,'no','no','no','no','yes','yes','yes','yes',5,4,5,1,4,3,0,11,12,13
'MS','F',18,'R','LE3','A',4,2,'teacher','other','reputation','mother',1,2,0,'no','no','no','yes','yes','yes','yes','yes',5,3,1,1,1,5,0,5,0,0
'MS','F',18,'U','GT3','T',1,1,'at_home','services','course','mother',3,2,1,'no','no','no','no','yes','no','no','no',4,4,2,1,2,2,2,9,10,10
'MS','F',19,'U','GT3','T',1,1,'at_home','services','other','father',2,1,1,'no','no','no','no','yes','no','no','no',5,5,5,2,3,2,0,5,0,0
'MS','F',17,'U','GT3','T',4,2,'teacher','other','course','father',2,4,0,'no','no','no','no','yes','yes','yes','yes',4,2,3,3,1,5,0,18,18,18
'MS','F',17,'R','LE3','A',2,1,'services','other','reputation','mother',2,2,0,'no','no','no','yes','yes','yes','yes','yes',5,3,3,1,2,2,5,11,11,12
'MS','F',18,'U','LE3','A',1,1,'at_home','services','course','mother',1,2,0,'no','no','no','no','yes','yes','no','yes',5,2,3,1,2,3,2,8,10,11
'MS','F',18,'U','GT3','T',1,2,'at_home','at_home','course','father',2,2,0,'no','yes','no','no','yes','no','no','no',4,1,1,1,1,4,0,11,11,12
'MS','F',19,'R','GT3','A',1,1,'at_home','at_home','course','other',2,2,3,'no','yes','no','yes','yes','no','no','yes',3,5,4,1,4,1,0,8,0,0
'MS','F',18,'R','GT3','T',2,2,'services','other','home','mother',2,3,0,'no','no','no','no','yes','yes','yes','yes',4,2,1,1,1,4,5,14,14,15
'MS','M',17,'R','GT3','T',4,3,'services','other','home','mother',2,2,1,'no','yes','yes','yes','no','yes','yes','yes',4,5,5,1,3,2,4,10,11,11
'MS','F',18,'U','GT3','T',3,3,'services','services','course','father',1,2,0,'no','yes','no','no','yes','yes','no','yes',5,3,4,1,1,5,0,10,10,10
'MS','F',17,'R','GT3','T',4,4,'teacher','services','other','father',2,2,0,'no','yes','yes','yes','yes','yes','yes','no',4,3,3,1,2,5,2,12,12,12
'MS','F',17,'U','LE3','A',3,2,'services','other','reputation','mother',2,2,0,'no','no','no','no','yes','yes','no','yes',1,2,3,1,2,5,0,15,14,15
'MS','M',18,'U','LE3','T',1,1,'other','services','home','father',2,1,0,'no','no','no','no','no','yes','yes','yes',3,3,2,1,2,3,2,14,13,14
'MS','F',18,'U','LE3','T',1,1,'at_home','services','course','father',2,3,0,'no','no','no','no','yes','yes','yes','no',5,3,2,1,1,4,0,19,17,18
'MS','F',18,'R','LE3','A',1,2,'at_home','other','course','mother',3,2,0,'no','no','no','no','yes','yes','no','yes',4,3,4,1,4,5,0,16,15,15
'MS','F',18,'U','GT3','T',3,3,'services','services','other','mother',2,2,0,'no','yes','no','no','yes','yes','yes','yes',4,3,2,1,3,3,6,13,12,13
'MS','F',17,'U','LE3','T',4,4,'at_home','at_home','course','mother',1,2,0,'no','yes','no','yes','yes','yes','yes','yes',2,3,4,1,1,1,4,15,14,15
'MS','F',17,'R','GT3','T',1,2,'other','services','course','father',2,2,0,'no','no','no','no','no','yes','no','no',3,2,2,1,2,3,0,13,13,13
'MS','M',18,'R','GT3','T',1,3,'at_home','other','course','mother',2,2,0,'no','yes','yes','no','yes','yes','no','no',3,3,4,2,4,3,0,8,10,9
'MS','M',18,'U','LE3','T',4,4,'teacher','services','other','mother',2,3,0,'no','no','no','no','yes','yes','yes','yes',4,2,2,2,2,5,0,15,16,16
'MS','F',17,'R','GT3','T',1,1,'other','services','reputation','mother',3,1,1,'no','yes','no','no','yes','yes','yes','yes',5,2,1,1,2,1,0,8,8,9
'MS','F',18,'U','GT3','T',2,3,'at_home','services','course','father',2,1,0,'no','yes','no','no','yes','yes','yes','yes',5,2,3,1,2,4,0,10,10,10
'MS','F',18,'R','GT3','T',4,4,'other','teacher','other','father',3,2,0,'no','yes','no','no','no','yes','yes','yes',3,2,2,4,2,5,0,7,5,0
'MS','M',18,'R','LE3','T',1,2,'at_home','services','other','father',3,1,0,'no','yes','no','yes','yes','no','yes','yes',4,3,3,2,3,3,3,9,10,10
'MS','F',17,'U','GT3','T',2,2,'other','at_home','home','mother',1,3,0,'no','no','no','yes','yes','yes','no','yes',3,4,3,1,1,3,8,10,11,12
'MS','F',17,'R','GT3','T',1,2,'other','other','course','mother',1,1,0,'no','no','no','yes','yes','yes','yes','no',3,5,5,1,3,1,4,7,8,9
'MS','F',18,'R','LE3','T',4,4,'other','other','reputation','mother',2,3,0,'no','no','no','no','yes','yes','yes','no',5,4,4,1,1,1,0,15,17,17
'MS','F',18,'R','GT3','T',1,1,'other','other','home','mother',4,3,0,'no','no','no','no','yes','yes','yes','no',4,3,2,1,2,4,4,10,11,12
'MS','F',19,'R','GT3','T',1,1,'at_home','other','course','other',2,2,1,'no','yes','no','no','yes','yes','yes','yes',4,3,3,1,1,3,4,7,8,9
'MS','F',18,'R','LE3','T',4,4,'teacher','services','course','mother',1,2,0,'no','no','no','yes','yes','yes','yes','no',5,4,3,3,4,2,1,13,14,14
'MS','F',18,'U','GT3','T',3,3,'other','other','home','mother',1,2,0,'no','no','no','no','yes','yes','yes','yes',4,1,3,1,2,1,1,16,16,16
'MS','F',17,'R','GT3','T',3,1,'at_home','other','reputation','mother',1,2,0,'no','yes','no','yes','no','yes','yes','no',4,5,4,2,3,1,10,8,9,9
'MS','M',18,'U','GT3','T',4,4,'teacher','teacher','home','father',1,2,0,'no','no','no','yes','no','yes','yes','no',3,2,4,1,4,2,4,17,18,19
'MS','M',18,'R','GT3','T',2,1,'other','other','other','mother',2,1,0,'no','no','no','yes','no','yes','yes','yes',4,4,3,1,3,5,0,7,7,0
'MS','M',17,'U','GT3','T',2,3,'other','services','home','father',2,2,0,'no','no','no','yes','yes','yes','yes','no',4,4,3,1,1,3,4,14,15,16
'MS','M',19,'R','GT3','T',1,1,'other','services','other','mother',2,1,1,'no','no','no','no','yes','yes','no','no',4,3,2,1,3,5,0,5,8,0
'MS','M',18,'R','GT3','T',4,2,'other','other','home','father',2,1,1,'no','no','yes','no','yes','yes','no','no',5,4,3,4,3,3,0,7,7,0
'MS','F',18,'R','GT3','T',2,2,'at_home','other','other','mother',2,3,0,'no','no','no','no','yes','yes','no','no',5,3,3,1,3,4,0,14,17,15
'MS','F',17,'U','GT3','T',4,3,'teacher','other','other','mother',2,2,0,'no','no','no','no','yes','yes','yes','no',5,5,4,1,1,1,0,6,9,11
'MS','F',18,'R','GT3','T',4,4,'teacher','at_home','reputation','mother',3,1,0,'no','yes','no','yes','yes','yes','yes','yes',4,4,3,2,2,5,4,7,9,10
'MS','F',19,'R','GT3','T',2,3,'services','other','course','mother',1,3,1,'no','no','no','yes','no','yes','yes','no',5,4,2,1,2,5,4,10,11,10
'MS','F',18,'U','LE3','T',3,1,'teacher','services','course','mother',1,2,0,'no','yes','no','no','yes','yes','yes','no',4,3,4,1,1,1,4,15,15,16
'MS','F',18,'U','GT3','T',1,1,'other','other','course','mother',2,2,0,'no','no','no','yes','yes','yes','no','no',1,1,1,1,1,5,6,11,12,9
'MS','M',17,'U','LE3','T',3,1,'services','services','course','mother',2,1,0,'no','no','no','no','no','yes','yes','no',2,4,5,3,4,2,6,10,10,10
'MS','M',18,'R','LE3','T',3,2,'services','other','course','mother',3,1,0,'no','no','no','no','no','yes','yes','no',4,4,1,3,4,5,4,10,11,11